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Crane A, Shanahan RM, Hudson JS, Nowicki KW, Gersey ZC, Agarwal P, Jacobs RC, Lang MJ, Gross B. Pharmaceutical Modulation of Intracranial Aneurysm Development and Rupture. J Clin Med 2024; 13:3324. [PMID: 38893035 PMCID: PMC11173282 DOI: 10.3390/jcm13113324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 05/23/2024] [Accepted: 05/31/2024] [Indexed: 06/21/2024] Open
Abstract
Management of intracranial aneurysms (IAs) is determined by patient age, risk of rupture, and comorbid conditions. While endovascular and microsurgical interventions offer solutions to mitigate the risk of rupture, pharmacological management strategies may complement these approaches or serve as alternatives in appropriate cases. The pathophysiology of IAs allows for the targeting of inflammation to prevent the development and rupture of IAs. The aim of this review is to provide an updated summary of different pharmaceutical management strategies for IAs. Acetylsalicylic acid and renin-angiotensin-aldosterone system (RAAS) inhibitor antihypertensives have some evidence supporting their protective effect. Studies of selective cyclooxygenase-2 (COX-2) inhibitors, statins, ADP inhibitors, and other metabolism-affecting drugs have demonstrated inconclusive findings regarding their association with aneurysm growth or rupture. In this manuscript, we highlight the evidence supporting each drug's effectiveness.
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Affiliation(s)
- Alex Crane
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Regan M. Shanahan
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Joseph S. Hudson
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Kamil W. Nowicki
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT 06510, USA;
| | - Zachary C. Gersey
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Prateek Agarwal
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Rachel C. Jacobs
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Michael J. Lang
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
| | - Bradley Gross
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA (Z.C.G.); (M.J.L.)
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Spitz L, Korte J, Gaidzik F, Larsen N, Preim B, Saalfeld S. Assessment of intracranial aneurysm neck deformation after contour deployment. Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03189-w. [PMID: 38819700 DOI: 10.1007/s11548-024-03189-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 05/14/2024] [Indexed: 06/01/2024]
Abstract
PURPOSE The contour neurovascular system (CNS) is a novel device to treat intracranial wide-necked bifurcation aneurysms, with few studies assessing its long-term effects. Particularly its impact on aneurysm morphology has not been explored yet. We present a preliminary study to explore this impact for the first time, focusing on the neck curve and ostium of the aneurysm. METHODS We investigated seven aneurysms treated with the CNS to assess ostium deformation after CNS deployment by comparing models extracted from in vivo medical pre-treatment and follow-up scans via morphological analysis. Time between pre- and follow-up scans was ten months on average. Size and shape indices like area, neck diameter, ellipticity index, undulation index, and more were assessed. RESULTS Ostium size was reduced after treatment. On average, ostium area was reduced at a rate of - 0.58 (± 4.88) mm2 per year, from 15.52 (± 3.51) mm2 to 13.30 (± 2.27) mm2, and ostium width from 5.01 (± 0.54) mm to 4.49 (± 0.45) mm, with an average reduction of - 0.59 (± 0.87) mm. This shrinking positively correlated with time passing. Shape deformation was low, though notably mean ellipticity index was reduced by 0.06 (± 0.15) on average, indicating ostia were less elongated after treatment. CONCLUSION We interpret the shrinking of the ostium as part of the healing process. Shape changes were found to be small enough to conclude no shape deformation of the ostium from CNS deployment, but the analysis of more cases with more parameters and information is necessary.
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Affiliation(s)
- Lena Spitz
- Department of Simulation and Graphics, Otto-von-Guericke University, Universtitaetsplatz 2, 39106, Magdeburg, Sachsen-Anhalt, Germany.
- Research campus STIMULATE, Magdeburg, Germany.
| | - Jana Korte
- Research campus STIMULATE, Magdeburg, Germany
- Laboratory of Fluid Dynamics and Technical Flows, Otto-von-Guericke University, Magdeburg, Germany
| | - Franziska Gaidzik
- Research campus STIMULATE, Magdeburg, Germany
- Laboratory of Fluid Dynamics and Technical Flows, Otto-von-Guericke University, Magdeburg, Germany
| | - Naomi Larsen
- Department of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Bernhard Preim
- Department of Simulation and Graphics, Otto-von-Guericke University, Universtitaetsplatz 2, 39106, Magdeburg, Sachsen-Anhalt, Germany
- Research campus STIMULATE, Magdeburg, Germany
| | - Sylvia Saalfeld
- Research campus STIMULATE, Magdeburg, Germany
- Computational Medicine Group, Technical University Ilmenau, Ilmenau, Germany
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Løvik K, Laupsa-Borge J, Logallo N, Helland CA. Body composition and rupture risk of intracranial aneurysms. Eur J Med Res 2024; 29:297. [PMID: 38790007 PMCID: PMC11127333 DOI: 10.1186/s40001-024-01888-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 05/17/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Rupture of an intracranial aneurysm resulting in a subarachnoid hemorrhage (SAH) is a life-threatening situation. Obesity is an increasing health challenge associated with numerous comorbidities. However, recent studies have shown a surprising decreased risk of SAH with increasing body mass index (BMI). The aim was to explore associations between other anthropometric variables and the rupture risk of an intracranial aneurysm, which to our knowledge is lacking in present literature. METHODS Using a bioelectrical impedance analysis device, we performed body composition analyses on 31 patients admitted with aneurysmal SAH (aSAH) and 28 patients with planned intervention on their unruptured aneurysm. We also collected information on comorbidities and relevant risk factors. Logistic regression was used to explore associations between anthropometric variables and patients with ruptured versus unruptured aneurysms. RESULTS Unadjusted estimates showed a significant inverse relationship between body fat percent and aneurysmal rupture (OR [95% CI]: 0.92 [0.86, 0.97], P = 0.009), and between body fat mass and aneurysmal rupture (OR [95% CI]: 0.95 [0.90, 0.99], P = 0.047). These risk relationships remained significant in age- and sex-adjusted analyses for body fat percent (OR [95% CI]: 0.93, [0.87, 0.97], P = 0.028), and body fat mass (OR [95% CI]: 0.95 [0.90, 0.99], P = 0.041). CONCLUSIONS In recent studies showing a paradoxical relation between aSAH and obesity, BMI was the only parameter investigated. We further explored this "obesity paradox" and found lower body fat in aSAH patients compared to UIA. Future studies should investigate these relationships in larger samples. Clinical Trial Registration NCT04613427, November 3, 2020, retrospectively registered.
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Affiliation(s)
- Katja Løvik
- Department of Clinical Medicine, University of Bergen, Bergen, Norway.
| | | | - Nicola Logallo
- Department of Neurosurgery, Haukeland University Hospital, Bergen, Norway
| | - Christian A Helland
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- Department of Neurosurgery, Haukeland University Hospital, Bergen, Norway
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Karadeli HH, Kuram E. Single Component Polymers, Polymer Blends, and Polymer Composites for Interventional Endovascular Embolization of Intracranial Aneurysms. Macromol Biosci 2024; 24:e2300432. [PMID: 37992206 DOI: 10.1002/mabi.202300432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/03/2023] [Indexed: 11/24/2023]
Abstract
Intracranial aneurysm is the abnormal focal dilation in brain arteries. When untreated, it can enlarge to rupture points and account for subarachnoid hemorrhage cases. Intracranial aneurysms can be treated by blocking the flow of blood to the aneurysm sac with clipping of the aneurysm neck or endovascular embolization with embolics to promote the formation of the thrombus. Coils or an embolic device are inserted endovascularly into the aneurysm via a micro-catheter to fill the aneurysm. Many embolization materials have been developed. An embolization coil made of soft and thin platinum wire called the "Guglielmi detachable coil" (GDC) enables safer treatment for brain aneurysms. However, patients may experience aneurysm recurrence because of incomplete coil filling or compaction over time. Unsatisfactory recanalization rates and incomplete occlusion are the drawbacks of endovascular embolization. So, the fabrication of new medical devices with less invasive surgical techniques is mandatory to enhance the long-term therapeutic performance of existing endovascular procedures. For this aim, the current article reviews polymeric materials including blends and composites employed for embolization of intracranial aneurysms. Polymeric materials used in embolic agents, their advantages and challenges, results of the strategies used to overcome treatment, and results of clinical experiences are summarized and discussed.
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Affiliation(s)
- Hasan Hüseyin Karadeli
- Department of Neurology, Istanbul Medeniyet University Göztepe Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, 34722, Turkey
| | - Emel Kuram
- Department of Mechanical Engineering, Gebze Technical University, Kocaeli, 41400, Turkey
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Alzahrani FA, Riza YM, Eid TM, Almotairi R, Scherschinski L, Contreras J, Nadeem M, Perez SE, Raikwar SP, Jha RM, Preul MC, Ducruet AF, Lawton MT, Bhatia K, Akhter N, Ahmad S. Exosomes in Vascular/Neurological Disorders and the Road Ahead. Cells 2024; 13:670. [PMID: 38667285 PMCID: PMC11049650 DOI: 10.3390/cells13080670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 04/05/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Neurodegenerative diseases, such as Alzheimer's disease (AD), Parkinson's disease (PD), amyotrophic lateral sclerosis (ALS), Huntington's disease (HD), stroke, and aneurysms, are characterized by the abnormal accumulation and aggregation of disease-causing proteins in the brain and spinal cord. Recent research suggests that proteins linked to these conditions can be secreted and transferred among cells using exosomes. The transmission of abnormal protein buildup and the gradual degeneration in the brains of impacted individuals might be supported by these exosomes. Furthermore, it has been reported that neuroprotective functions can also be attributed to exosomes in neurodegenerative diseases. The potential neuroprotective functions may play a role in preventing the formation of aggregates and abnormal accumulation of proteins associated with the disease. The present review summarizes the roles of exosomes in neurodegenerative diseases as well as elucidating their therapeutic potential in AD, PD, ALS, HD, stroke, and aneurysms. By elucidating these two aspects of exosomes, valuable insights into potential therapeutic targets for treating neurodegenerative diseases may be provided.
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Affiliation(s)
- Faisal A. Alzahrani
- Department of Biochemistry, King Fahad Center for Medical Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Yasir M. Riza
- Department of Biochemistry, King Fahad Center for Medical Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Thamir M. Eid
- Department of Biochemistry, King Fahad Center for Medical Research, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Reema Almotairi
- Department of Medical Laboratory Technology, Prince Fahad bin Sultan Chair for Biomedical Research, Faculty of Applied Medical Sciences, University of Tabuk, Tabuk 71491, Saudi Arabia
| | - Lea Scherschinski
- Department of Translational Neuroscience, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA (J.C.)
| | - Jessica Contreras
- Department of Translational Neuroscience, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA (J.C.)
| | - Muhammed Nadeem
- Department of Translational Neuroscience, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA (J.C.)
| | - Sylvia E. Perez
- Department of Translational Neuroscience, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA (J.C.)
| | - Sudhanshu P. Raikwar
- Department of Translational Neuroscience, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA (J.C.)
| | - Ruchira M. Jha
- Department of Neurology, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA
| | - Mark C. Preul
- Department of Neurosurgery, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA
| | - Andrew F. Ducruet
- Department of Neurosurgery, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA
| | - Michael T. Lawton
- Department of Neurosurgery, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA
| | - Kanchan Bhatia
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA
| | - Naseem Akhter
- Department of Biology, Arizona State University, Lake Havasu City, AZ 86403, USA
| | - Saif Ahmad
- Department of Translational Neuroscience, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA (J.C.)
- Department of Neurosurgery, Barrow Neurological Institute, St Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA
- Phoenix Veterans Affairs (VA) Health Care System, Phoenix, AZ 85012, USA
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Yang LY, Tang SC, Lee JE, Chen YR, Chen YT, Chen KW, Hsieh ST, Wang KC. Recombinant soluble form of receptor for advanced glycation end products ameliorates microcirculation impairment and neuroinflammation after subarachnoid hemorrhage. Neurotherapeutics 2024; 21:e00312. [PMID: 38177024 DOI: 10.1016/j.neurot.2023.e00312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 12/12/2023] [Accepted: 12/15/2023] [Indexed: 01/06/2024] Open
Abstract
Impaired cerebral microcirculation after subarachnoid hemorrhage (SAH) has been shown to be related to delayed ischemic neurological deficits (DIND). We previously demonstrated the involvement of the receptor for advanced glycation end products (RAGE) in the pathogenesis of SAH related neuronal death. In the present study, we aimed to investigate the therapeutic effects of a recombinant soluble form of RAGE (sRAGE) on microcirculation impairment following SAH. Intrathecal injection of autologous blood in rats, mixed primary astrocyte and microglia cultures exposed to hemolysates and endothelial cells (ECs) from human brain microvascular exposed to glia-conditioned medium or SAH patient's CSF were used as experimental SAH models in vivo and in vitro. The results indicated that intrathecal administration of recombinant sRAGE significantly ameliorated the vasoconstriction of cortical arterioles and associated perfusion impairment, brain edema, reduced cell death, endothelial dysfunction, and improved motor performance at 24 and 48 h after SAH induction in rats. The in vitro results further showed that recombinant sRAGE significantly reduced astrocyte swelling and microglia activation, in parallel with decreased mRNA expression levels of pro-inflammatory cytokines including interleukin-6 (IL-6) and interleukin-1β (IL-1β) in vitro. Moreover, the in vitro model of SAH-induced p-eNOS and eNOS suppression, along with stress fiber formation in brain microvascular ECs, was effectively reversed by sRAGE treatment and led to a decrease in cleaved-caspase 3 expression. In summary, recombinant sRAGE effectively lessened microcirculation impairment and vascular injury after SAH via the mechanism of anti-inflammation, which may provide a potential therapeutic strategy for SAH.
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Affiliation(s)
- Ling-Yu Yang
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Sung-Chun Tang
- Department of Neurology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jing-Er Lee
- Department of Neurology, Taipei Medical University-Wan Fang Hospital, Taipei, Taiwan
| | - Yong-Ren Chen
- Non-invasive Cancer Therapy Research Institute, Taipei, Taiwan; Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital Jin-Shan Branch, New Taipei City, Taiwan
| | - Yi-Tzu Chen
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Kuo-Wei Chen
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Sung-Tsang Hsieh
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan; Department of Anatomy and Cell Biology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Kuo-Chuan Wang
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
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Ya X, Ma L, Liu C, Ge P, Xu Y, Zheng Z, Mou S, Wang R, Zhang Q, Ye X, Zhang D, Zhang Y, Wang W, Li H, Zhao J. Metabolic alterations of peripheral blood immune cells and heterogeneity of neutrophil in intracranial aneurysms patients. Clin Transl Med 2024; 14:e1572. [PMID: 38314932 PMCID: PMC10840020 DOI: 10.1002/ctm2.1572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 01/15/2024] [Accepted: 01/21/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Intracranial aneurysms (IAs) represent a severe cerebrovascular disease that can potentially lead to subarachnoid haemorrhage. Previous studies have demonstrated the involvement of peripheral immune cells in the formation and progression of IAs. Nevertheless, the impact of metabolic alterations in peripheral immune cells and changes in neutrophil heterogeneity on the occurrence and progression of IAs remains uncertain. METHODS Single-cell Cytometry by Time-of-Flight (CyTOF) technology was employed to profile the single-cell atlas of peripheral blood mononuclear cells (PBMCs) and polymorphonuclear cells (PMNs) in 72 patients with IAs. In a matched cohort, metabolic shifts in PBMC subsets of IA patients were investigated by contrasting the expression levels of key metabolic enzymes with their respective counterparts in the healthy control group. Simultaneously, compositional differences in peripheral blood PMNs subsets between the two groups were analysed to explore the impact of altered heterogeneity in neutrophils on the initiation and progression of IAs. Furthermore, integrating immune features based on CyTOF analysis and clinical characteristics, we constructed an aneurysm occurrence model and an aneurysm growth model using the random forest method in conjunction with LASSO regression. RESULTS Different subsets exhibited distinct metabolic characteristics. Overall, PBMCs from patients elevated CD98 expression and increased proliferation. Conversely, CD36 was up-regulated in T cells, B cells and monocytes from the controls but down-regulated in NK and NKT cells. The comparison also revealed differences in the metabolism and function of specific subsets between the two groups. In terms of PMNs, the neutrophil landscape within patients group revealed a pronounced shift towards heightened complexity. Various neutrophil subsets from the IA group generally exhibited lower expression levels of anti-inflammatory functional molecules (IL-4 and IL-10). By integrating clinical and immune features, the constructed aneurysm occurrence model could precisely identify patients with IAs with high prediction accuracy (AUC = 0.987). Furthermore, the aneurysm growth model also exhibited superiority over ELAPSS scores in predicting aneurysm growth (lower prediction errors and out-of-bag errors). CONCLUSION These findings enhanced our understanding of peripheral immune cell participation in aneurysm formation and growth from the perspectives of immune metabolism and neutrophil heterogeneity. Moreover, the predictive model based on CyTOF features holds the potential to aid in diagnosing and monitoring the progression of human IAs.
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Affiliation(s)
- Xiaolong Ya
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Long Ma
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Chenglong Liu
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Peicong Ge
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Yiqiao Xu
- School of Clinical MedicineCapital Medical UniversityBeijingChina
| | - Zhiyao Zheng
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- Department of NeurosurgeryPeking Union Medical College HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Siqi Mou
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- Medical SchoolUniversity of Chinese Academy of SciencesBeijingChina
| | - Rong Wang
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Qian Zhang
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Xun Ye
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Dong Zhang
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- Department of NeurosurgeryBeijing HospitalBeijingChina
| | - Yan Zhang
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Wenjing Wang
- Beijing Institute of HepatologyBeijing YouAn HospitalCapital Medical UniversityBeijingChina
| | - Hao Li
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
| | - Jizong Zhao
- Department of NeurosurgeryBeijing Tiantan HospitalCapital Medical UniversityBeijingChina
- China National Clinical Research Center for Neurological DiseasesBeijingChina
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Peng Y, Wang Y, Wen Z, Xiang H, Guo L, Su L, He Y, Pang H, Zhou P, Zhan X. Deep learning and machine learning predictive models for neurological function after interventional embolization of intracranial aneurysms. Front Neurol 2024; 15:1321923. [PMID: 38327618 PMCID: PMC10848172 DOI: 10.3389/fneur.2024.1321923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024] Open
Abstract
Objective The objective of this study is to develop a model to predicts the postoperative Hunt-Hess grade in patients with intracranial aneurysms by integrating radiomics and deep learning technologies, using preoperative CTA imaging data. Thereby assisting clinical decision-making and improving the assessment and prognosis of postoperative neurological function. Methods This retrospective study encompassed 101 patients who underwent aneurysm embolization surgery. 851 radiomic features were extracted from CTA images. 512 deep learning features are extracted from last layer of ResNet50 deep convolutional neural network model. The feature screening process pipeline encompassed intraclass correlation coefficient analysis, principal component analysis, U test, spearman correlation analysis, minimum redundancy maximum relevance algorithm and Lasso regression, to identify features most correlated with postoperative Hunt-Hess grading. In the model construction phase, three distinct models were constructed: radiomics feature-based model (RSM), deep learning feature-based model (DLM), and deep learning-radiomics feature fusion model (DLRSCM). The study also calculated the radiomics score and combined it with clinical data to construct a Nomogram for predictive modeling. DLM, RSM and DLRSCM model was constructed by 9 base algorithms and 1 ensemble learning algorithm - Stacking ensemble model. Model performance was evaluated based on the area under the Receiver Operating Characteristic (ROC) curve (AUC), Matthews Correlation Coefficient (MCC), calibration curves, and decision curves analysis. Results 5 significant radiomic feature and 4 significant deep learning features were obtained through the feature selection process. These features were utilized for model construction. Bootstrap resampling method was used for internal validation of the models. In terms of model evaluation, the DLM model, the stacking ensemble algorithm results achieved an AUC of 0.959 and MCC of 0.815. In the RSM model, the stacking ensemble model AUC was 0.935 and MCC was 0.793. The stacking ensemble model in DLRSCM outperformed others, with an AUC of 0.968 and MCC of 0.820. Results indicated that the ANN performed optimally among all base models, while the stacked ensemble learning model exhibited the highest predictive performance. Conclusion This study demonstrates that the combination of radiomics and deep learning is an effective approach to predict the postoperative Hunt-Hess grade in patients with intracranial aneurysms. This holds significant value in the early identification of postoperative neurological complications and in enhancing clinical decision-making.
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Affiliation(s)
- Yan Peng
- Department of Interventional Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Yiren Wang
- School of Nursing, Southwest Medical University, Luzhou, China
- Wound Healing Basic Research and Clinical Application Key Laboratory of Luzhou, Southwest Medical University, Luzhou, China
| | - Zhongjian Wen
- School of Nursing, Southwest Medical University, Luzhou, China
- Wound Healing Basic Research and Clinical Application Key Laboratory of Luzhou, Southwest Medical University, Luzhou, China
| | - Hongli Xiang
- School of Nursing, Southwest Medical University, Luzhou, China
- Wound Healing Basic Research and Clinical Application Key Laboratory of Luzhou, Southwest Medical University, Luzhou, China
| | - Ling Guo
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Lei Su
- School of Medical Information and Engineering, Southwest Medical University, Luzhou, China
| | - Yongcheng He
- Department of Pharmacy, Sichuan Agriculture University, Chengdu, China
| | - Haowen Pang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Ping Zhou
- Wound Healing Basic Research and Clinical Application Key Laboratory of Luzhou, Southwest Medical University, Luzhou, China
- Department of Nursing, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Xiang Zhan
- Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
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Nabizadeh F, Valizadeh P, Balabandian M. Stent-assistant versus non-stent-assistant coiling for ruptured and unruptured intracranial aneurysms: A meta-analysis and systematic review. World Neurosurg X 2024; 21:100243. [PMID: 38221954 PMCID: PMC10787302 DOI: 10.1016/j.wnsx.2023.100243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 10/04/2023] [Indexed: 01/16/2024] Open
Abstract
Background Several different endovascular and non-invasive treatment methods are suggested for the various types of intracranial aneurysms including simple, balloon-assisted, and stent-assisted coiling (SAC). Previous studies investigated the safety and efficacy of SAC versus non-stent-assisted coiling (non-SAC) but the results were controversial. We aim to perform a systematic review and meta-analysis to compare the efficacy and safety of SAC with non-SAC technique in stratifying by the ruptured and unruptured aneurysms. Methods PubMed, Scopus, Web of Science, and Cochrane Central Register of Controlled Trials were searched in April 2022 for studies investigated the efficacy and safety of SAC versus non-SAC. Results Overall, 26 studies entered into our qualitative and quantitative synthesis. We found that there was overall lower recurrence rate in SAC versus non-SAC significant (RR: 0.43, 95%CI: 0.33, 0.53). Furthermore, the comparisons were significant in unruptured (RR: 0.63, 95%CI: 0.40, 0.86), ruptured (RR: 0.29, 95%CI), and combination aneurysms (RR: 0.42, 95%CI: 0.30, 0.54). Also, we found higher risk of intraprocedural rupture for SAC versus non-SAC in unruptured aneurysms (RR: 1.40, 95%CI: 1.31, 1.50). Investigating hemorrhagic events risk showed that there was significant difference in ruptured (RR: 1.73, 95%CI: 1.12, 2.34) and combination aneurysms (RR: 0.60, 95%CI: 0.37, 0.82). There was no significant difference in immediate occlusion rate, complete occlusion, and risk of ischemic events in our analysis. Conclusion Overall, our findings demonstrated that SAC may have higher efficacy in term of recurrence rate, but also may have a higher risk of complications in the treatment of intracranial aneurysms. As there are several factors affecting the outcomes and safety of these interventions, further RCTs controlled for multiple factors are required better guide the neurointerventionists choose the best strategy.
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Affiliation(s)
- Fardin Nabizadeh
- Neuroscience Research Group (NRG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Parya Valizadeh
- School of Medicine, Tehran University of Medical Science, Tehran, Iran
| | - Mohammad Balabandian
- Neuroscience Research Group (NRG), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
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10
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Song M, Jin Z, Wang P, Zhang X. Th17/Treg imbalance in peripheral blood from patients with intracranial aneurysm. J Neurosurg Sci 2023; 67:733-739. [PMID: 34647716 DOI: 10.23736/s0390-5616.21.05567-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Spontaneous subarachnoid hemorrhage (SAH) is highly associated with ruptured intracranial aneurysm (IA), which dramatically increases neurological disabilities or mortality in patients. The balance between T helper cells (Th17) and regulatory T cells (Treg) plays a crucial role in regulating immune-inflammatory response. In the current study, we aim to obtain a better understanding of the role of Th17 and Treg cells in patients with IA. METHODS 138 patients total participated in this study, including ruptured aneurysms group (Ruptured IA, RIA, N.=70 cases) and unruptured aneurysms group (Unruptured IA, URIA, N.=68 cases). Additionally, 76 cases of healthy subjects were selected as control group. The frequencies of Th17 and Treg cells were determined using flow cytometry. The serum levels of cytokines including IL-17, IL-23, IL-10, and TGF-β1 were determined using ELISA. mRNA was isolated from the whole blood. FOXP3 and RCRc mRNA expressions were detected using RT-qPCR. RESULTS The percentage of Th17 cells in peripheral blood from RIA patients was higher than URIA patients (P<0.01), whereas the percentage of Treg cells in peripheral blood from RIA was significantly lower when compared with URIA patients (P<0.001). The serum levels of IL-17 (P<0.01) and IL-23 (P<0.05) were markedly increased while the levels of IL-10 (P<0.01) and TGF-β1 (P<0.05) were decreased in RIA patients when compared with URIA patients. Lastly, the mRNA level of RCRc was significantly increased in RIA vs. URIA patients (P<0.001). By contrast, FOXP3 mRNA level was significantly decreased in RIA vs. URIA patients (P<0.001). CONCLUSIONS In the current study, we demonstrated the imbalance of Th17/Treg in patients with IA, and the frequencies of Th17 cells were positively correlated with the severity of IA-induced SAH. These results provided data to support that targeting Th17/Treg could act as an effective approach for the management of IA.
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Affiliation(s)
- Miaomiao Song
- Department of Neurosurgery, Cangzhou Central Hospital, Cangzhou, China -
| | - Zhibin Jin
- Department of Neurosurgery, Cangzhou Central Hospital, Cangzhou, China
| | - Peng Wang
- Department of Neurosurgery, Cangzhou Central Hospital, Cangzhou, China
| | - Xiang Zhang
- Department of Neurosurgery, Cangzhou Central Hospital, Cangzhou, China
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11
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Abdollahifard S, Farrokhi A, Kheshti F, Jalali M, Mowla A. Application of convolutional network models in detection of intracranial aneurysms: A systematic review and meta-analysis. Interv Neuroradiol 2023; 29:738-747. [PMID: 35549574 PMCID: PMC10680951 DOI: 10.1177/15910199221097475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 04/11/2022] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION Intracranial aneurysms have a high prevalence in human population. It also has a heavy burden of disease and high mortality rate in the case of rupture. Convolutional neural network(CNN) is a type of deep learning architecture which has been proven powerful to detect intracranial aneurysms. METHODS Four databases were searched using artificial intelligence, intracranial aneurysms, and synonyms to find eligible studies. Articles which had applied CNN for detection of intracranial aneurisms were included in this review. Sensitivity and specificity of the models and human readers regarding modality, size, and location of aneurysms were sought to be extracted. Random model was the preferred model for analyses using CMA 2 to determine pooled sensitivity and specificity. RESULTS Overall, 20 studies were used in this review. Deep learning models could detect intracranial aneurysms with a sensitivity of 90/6% (CI: 87/2-93/2%) and specificity of 94/6% (CI: 0/914-0/966). CTA was the most sensitive modality (92.0%(CI:85/2-95/8%)). Overall sensitivity of the models for aneurysms more than 3 mm was above 98% (98%-100%) and 74.6 for aneurysms less than 3 mm. With the aid of AI, the clinicians' sensitivity increased to 12/8% and interrater agreement to 0/193. CONCLUSION CNN models had an acceptable sensitivity for detection of intracranial aneurysms, surpassing human readers in some fields. The logical approach for application of deep learning models would be its use as a highly capable assistant. In essence, deep learning models are a groundbreaking technology that can assist clinicians and allow them to diagnose intracranial aneurysms more accurately.
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Affiliation(s)
- Saeed Abdollahifard
- Research center for neuromodulation and pain, Shiraz, Iran
- Student research committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Amirmohammad Farrokhi
- Research center for neuromodulation and pain, Shiraz, Iran
- Student research committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Fatemeh Kheshti
- Research center for neuromodulation and pain, Shiraz, Iran
- Student research committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mahtab Jalali
- Research center for neuromodulation and pain, Shiraz, Iran
- Student research committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ashkan Mowla
- Division of Stroke and Endovascular Neurosurgery, Department of Neurological Surgery, Keck School of Medicine, University of Southern California (USC), Los Angeles, CA, USA
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12
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Zeng Y, Guo R, Cao S, Yang H. Impact of blood pressure and antihypertensive drug classes on intracranial aneurysm: a Mendelian randomization study. J Stroke Cerebrovasc Dis 2023; 32:107355. [PMID: 37716106 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 09/03/2023] [Accepted: 09/11/2023] [Indexed: 09/18/2023] Open
Abstract
BACKGROUND Blood pressure is a risk factor for intracranial aneurysms (IA). Nevertheless, whether various antihypertensive drug classes discriminate in reducing IA risk is unclear. METHODS Genome-wide association study summary statistics for systolic blood pressure (SBP), diastolic blood pressure (DBP), IA (non-ruptured), and IA [subarachnoid hemorrhage (SAH)] were downloaded. To proxy the effects of antihypertensive drugs, genetic variants associated with SBP adjacent to the coding regions of different antihypertensive drugs were selected. The inverse-variance-weighted (IVW) method was employed as the primary method for causal estimation. In addition, three additional MR methods and sensitivity tests were utilized to assess the reliability. RESULTS Elevated blood pressure significantly increases the risk of IA: (i) SBP-IA (non-ruptured): odds ratio (OR) = 1.046, 95 % confidence interval (CI): 1.032-1.061, P = 1.05E-10; (ii) SBP-IA (SAH): OR = 1.040, 95 % CI: 1.030-1.050, P = 2.56E-15; (iii) DBP-IA (non-ruptured): OR = 1.082, 95 % CI: 1.056-1.110, P = 3.15E-10; (iv) DBP-IA (SAH): OR = 1.066, 95 % CI: 1.047-1.085, P = 1.25E-12. In addition, among calcium channel blockers (CCBs), beta-blockers (BBs), and thiazide diuretics (TDs), only SBP mediated by TDs target genes significantly increased the risk of IA (non-rupture) (OR = 1.164, 95 % CI: 1.060-1.279, P = 0.001) and IA (SAH) (OR = 1.136, 95 % CI: 1.063-1.214, P = 1.58E-04), while SBP mediated by target genes of BBs or CCBs did not causally associate with IA. CONCLUSION Elevated blood pressure significantly increases IA risk, while TDs may be a promising antihypertensive medication for reducing IA risk. Further research with larger cohorts is essential for validation.
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Affiliation(s)
- Youjie Zeng
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan 410013, China
| | - Ren Guo
- Department of Pharmacy, Third Xiangya Hospital, Central South University, Changsha, Hunan 410013, China
| | - Si Cao
- Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan 410013, China
| | - Heng Yang
- Department of Neurology, Third Xiangya Hospital, Central South University, Changsha, Hunan 410013, China.
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13
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Monsour M, Croci DM, Grüter BE, Taussky P, Marbacher S, Agazzi S. Cerebral Aneurysm and Interleukin-6: a Key Player in Aneurysm Generation and Rupture or Just One of the Multiple Factors? Transl Stroke Res 2023; 14:631-639. [PMID: 36042111 DOI: 10.1007/s12975-022-01079-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/08/2022] [Accepted: 08/25/2022] [Indexed: 10/14/2022]
Abstract
Intracranial aneurysm (IA) rupture is a common cause of subarachnoid hemorrhage (SAH) with high mortality and morbidity. Inflammatory interleukins (IL), such as IL-6, play an important role in the occurrence and rupture of IA causing SAH. With this review we aim to elucidate the specific role of IL-6 in aneurysm formation and rupture in preclinical and clinical studies. IL-6 is a novel cytokine in that it has pro-inflammatory and anti-inflammatory signaling pathways. In preclinical and clinical studies of IA formation, elevated and reduced levels of IL-6 are reported. Poor post-rupture prognosis and increased rupture risk, however, are associated with higher levels of IL-6. By better understanding the relationships between IL-6 and IA formation and rupture, IL-6 may serve as a biomarker in high-risk populations. Furthermore, by better understanding the IL-6 signaling mechanisms in IA formation and rupture, IL-6 may optimize surveillance and treatment strategies. This review examines the association between IL-6 and IA, while also suggesting future research directions.
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Affiliation(s)
- Molly Monsour
- Morsani College of Medicine, University of South Florida, 12901 Bruce B. Downs Blvd, Tampa, FL, 33612, USA
| | - Davide Marco Croci
- Department of Neurosurgery and Brain Repair, Morsani College of Medicine, University of South Florida, Tampa, FL, USA.
| | - Basil E Grüter
- Program for Regenerative Neuroscience, Department for BioMedical Research, University of Bern, Bern, Switzerland
- Department of Neurosurgery, Kantonsspital Aarau, c/o NeuroResearch Office, Tellstrasse 1, 5001, Aarau, Switzerland
| | - Philipp Taussky
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, 175 N Medical Drive East, Salt Lake City, UT, 84132, USA
| | - Serge Marbacher
- Program for Regenerative Neuroscience, Department for BioMedical Research, University of Bern, Bern, Switzerland
- Department of Neurosurgery, Kantonsspital Aarau, c/o NeuroResearch Office, Tellstrasse 1, 5001, Aarau, Switzerland
| | - Siviero Agazzi
- Department of Neurosurgery and Brain Repair, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
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14
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Ryu JC, Yoon JT, Kim BJ, Kim MH, Moon EJ, Suh PS, Roh YH, Moon HH, Kwon B, Lee DH, Song Y. Impact of a selective lens dose reduction protocol in 3D rotational angiography on radiation exposure to the eye lens during cerebral angiography: a randomized controlled trial. J Neurointerv Surg 2023:jnis-2023-020730. [PMID: 37739793 DOI: 10.1136/jnis-2023-020730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 08/29/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND We aimed to investigate the radiation dose to the eye lens (lens dose) during cerebral angiography and to evaluate the effectiveness of the lens dose reduction protocol for 3-dimensional rotational angiography (3D-RA) in reducing overall lens dose exposure. METHODS We conducted a randomized, controlled clinical trial at a tertiary hospital with patients undergoing cerebral angiography. The lens dose reduction protocol in 3D-RA involved raising the table to position the patient's eye lens away from the rotation axis. The lens dose was estimated by measuring the entrance surface air kerma using a photoluminescent glass dosimeter. The lens doses of 3D-RA, overall examination, and image quality were analyzed and compared between the two groups. RESULTS A total of 20 participants (mean age, 58±9.4 years; including 12 men [60%]) were enrolled and randomly assigned to either the conventional group or the dose reduction group. The median lens dose in 3D-RA was significantly lower in the dose reduction group compared with the conventional group (1.1 mGy vs 4.5 mGy, p<0.001). The total dose was significantly lower in the dose reduction group (median of 7.5 mGy vs 10.2 mGy, p=0.003). In the conventional group, 3D-RA accounted for 46% of the total lens dose, while in the dose reduction group, its proportion decreased to 16%. No significant differences were observed in the image quality between the groups. CONCLUSION The lens dose reduction protocol resulted in a significant reduction in the lens dose of the 3D-RA as well as entire cerebral angiography, while maintaining the image quality.
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Affiliation(s)
- Jae-Chan Ryu
- Neurology, Korea University Ansan Hospital, Ansan, Korea (the Republic of)
| | - Jong-Tae Yoon
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Byung Jun Kim
- Advanced Therapies, Siemens Healthineers Co Ltd, Seoul, Korea (the Republic of)
| | - Mi Hyeon Kim
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Eun Ji Moon
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Pae Sun Suh
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Yun Hwa Roh
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Hye Hyeon Moon
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Boseong Kwon
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Deok Hee Lee
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
| | - Yunsun Song
- Radiology, Asan Medical Center, Songpa-gu, Seoul, Korea (the Republic of)
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15
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Heng S, Lee SH, Bae JW, Choi YH, Yoo DH, Kim KM, Cho WS, Kang HS, Kim JE. Geometric influence of anterior cerebral artery rotation on the formation of anterior communicating artery aneurysm. J Cerebrovasc Endovasc Neurosurg 2023; 25:267-274. [PMID: 36759497 PMCID: PMC10555620 DOI: 10.7461/jcen.2023.e2022.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/10/2023] [Accepted: 01/21/2023] [Indexed: 02/11/2023] Open
Abstract
OBJECTIVE Several particular morphological factors that contribute to the hemodynamics of the anterior communicating artery (ACoA) have been documented, but no study has investigated the role of the degree of anterior cerebral artery (ACA) rotation on the presence of ACoA aneurysms (ACoAAs). METHODS A retrospective study of an institutional aneurysm database was performed; patients with ruptured or nonruptured ACoAAs were selected. Two sex- and age-matched control groups were identified: control Group A (nonaneurysms) and control Group B (middle cerebral artery aneurysms). Measurements of ACA rotation degree were obtained by using a three-dimensional imaging tool. RESULTS From 2015 to 2020, 315 patients were identified: 105 in the ACoAA group, 105 in control Group A, and 105 in control Group B. The average age at the time of presentation was 64 years, and 52.4% were female. The ACA rotation degree of the ACoAA group was significantly higher than that of control Group A (p <0.01). The A1 ratio and the A1A2 ratio of the ACoAA group were greater than those of control Group A (p <0.01 and p <0.01, respectively). The ACA rotation degree correlated insignificantly with aneurysm size in ACoAA patients (p=0.78). The ACA rotation degree in the ACoAA group was also insignificantly different from that in control B (p=0.11). CONCLUSIONS The degree of ACA rotation was greater in the ACoAA group than in the nonaneurysm group, and it may serve as an imaging marker for ACoAA.
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Affiliation(s)
- Sokhoeun Heng
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sung Ho Lee
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jin Woo Bae
- Department of Neurosurgery, Inha University School of Medicine, Incheon, Korea
| | - Young Hoon Choi
- Department of Neurosurgery, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea
| | - Dong Hyun Yoo
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Kang Min Kim
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Won-Sang Cho
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Hyun-Seung Kang
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Eun Kim
- Department of Neurosurgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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16
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Laczynski DJ, Dong S, Kalahasti V, Kirksey L, Rowse JW, Quatromoni JG, Lyden SP, Caputo FJ. Prevalence of intracranial aneurysms in Marfan syndrome. J Vasc Surg 2023; 78:633-637. [PMID: 37182816 DOI: 10.1016/j.jvs.2023.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 04/30/2023] [Accepted: 05/07/2023] [Indexed: 05/16/2023]
Abstract
OBJECTIVE Aneurysmal pathology of the aorta is well-defined in the Marfan syndrome (MFS) population. Owing in part to the rarity of pathologies, the prevalence of intracranial aneurysms (IA) in MFS is poorly defined. There is debate as to whether or not there is an association between the two. The aim of this study was to evaluate the prevalence of IA in a population of patients with MFS who underwent intracranial imaging. METHODS This was a single-center retrospective review of patients with MFS. Between 1995 and 2021, 983 patients were reviewed. We identified 198 patients with MFS who had intracranial imaging. Imaging consisted of CTA and/or MRA, and was read by an attending radiologist. Details of the aneurysm, patient demographics, and aortic characteristics were collected. RESULTS The prevalence of IA was 7.1% (14/198). Age of patients with IA (55.0 ± 15.1 years) was not significantly different than those without IA (52.6 ± 16.0 years) (P = .58). The most common location of IA was the internal carotid artery. The mean diameter of the IA was 7 ± 5.8 mm. No ruptures of the internal carotid artery were identified. One patient (0.5%) underwent intervention for the IA. There were no significant differences found in aortic characteristic including dimensions, history of dissection, or aneurysm. CONCLUSIONS In a large, single-center experience over 20 years, we identified patients with confirmed MFS who underwent intracranial imaging. The prevalence of IA in our experience was 7.1%. There were no patient or aortic characteristics found to be significantly associated with IA; however, this finding may be due to the small number of aneurysms. Although this number is higher than the historically reported prevalence in the general population, a collection of experiences from multiple institutions will likely be required to truly define the risk of IA in MFS and to determine whether screening is warranted.
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Affiliation(s)
- David J Laczynski
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH
| | - Siwei Dong
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH
| | - Vidyasagar Kalahasti
- Cleveland Clinic Foundation, Department of Cardiovascular Medicine, Cleveland, OH
| | - Levester Kirksey
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH
| | - Jarrad W Rowse
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH
| | - Jon G Quatromoni
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH
| | - Sean P Lyden
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH
| | - Francis J Caputo
- Cleveland Clinic Foundation, Department of Vascular Surgery, Cleveland, OH.
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17
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Reddy A, Masoud HE. Endovascular and Medical Management of Unruptured Intracranial Aneurysms. Semin Neurol 2023; 43:480-492. [PMID: 37517406 DOI: 10.1055/s-0043-1771299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Unruptured intracranial aneurysms are often discovered incidentally on noninvasive imaging. As use of noninvasive imaging has increased, our understanding of the presumed prevalence of intracranial aneurysms in adults has increased. Incidentally found aneurysms are often asymptomatic; however, they can rarely rupture and cause life-threatening illness. Elective treatment of intracranial aneurysms carries risks which need to be considered along with patient-specific factors (e.g., anatomy, medical comorbidities, personal preferences). In this article, we review the natural history, risk factors for cerebral aneurysm formation and rupture, evidence for medical management, and the safety profile and efficacy of available endovascular treatment options.
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Affiliation(s)
- Aravind Reddy
- Department of Neurology, SUNY Upstate Medical University, Syracuse, New York
| | - Hesham E Masoud
- Department of Neurology, SUNY Upstate Medical University, Syracuse, New York
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18
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Kim HJ, Lee JM. Long-term follow up of surgical management of blood blister-like aneurysms at non-branching sites of the internal carotid artery. Medicine (Baltimore) 2023; 102:e33371. [PMID: 36961131 PMCID: PMC10036007 DOI: 10.1097/md.0000000000033371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/07/2023] [Indexed: 03/25/2023] Open
Abstract
To describe long-term follow-up of 25 patients who presented with subarachnoid hemorrhages due to blood blister-like aneurysms (BBAs) treated with direct clipping or clip reinforcement with or without direct neck repair. Between June 1993 and July 2009, 25 consecutive patients with ruptured BBAs of the supraclinoid internal carotid artery were retrospectively reviewed. The mean age of patients was 39.5 ± 11.3 years. The mean duration of clinical follow-up was 128.9 months (range, 85-196 months). All aneurysms were located in the supraclinoid portion of the internal carotid artery. The mean aneurysm diameter was 4.04 ± 1.3 mm on intra-operative microscopic field. Tearing of the aneurysmal neck during dissection occurred in 8 (32%) patients. Six of 7 patients with neck tearing underwent direct neck repair. Surgeons treated aneurysms via direct clipping with a Bemsheet® in 5 (20%) patients or by clip reinforcement with a silicone sheet in 20 (80%) patients. Clinical outcomes were favorable (modified Rankin Scale [mRS]: 0-2) in 21 (84%) of 25 patients. Four (16%) patients had an unfavorable outcome (mRS: 3-6). The patient with severe disability (mRS: 4) was treated with clip reinforcement and direct neck repair. Mild stenosis, moderate stenosis, and total occlusion of the parent artery were confirmed in 10 (40%) patients, 6 (24%) patients, and 1 (4%) patient, respectively. Although surgical treatment of BBAs was associated with varying degrees of parent vessel patency loss, long-term follow-up results for more than 10 years showed that direct surgical clipping or clip reinforcement with a silicone sheet appeared to be a curative surgery.
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Affiliation(s)
- Hyeon-Ju Kim
- Department of Neurosurgery, Jeonbuk National University Hospital and Medical School, Jeon-Ju, South Korea
| | - Jong-Myong Lee
- Department of Neurosurgery, Jeonbuk National University Hospital and Medical School, Jeon-Ju, South Korea
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19
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Le K, Heskett C, De Stefano FA, Fry L, Lei C, Dharia A, Brake A, Chatley K, Peterson J, Ebersole K. An Analysis of Landmark Articles Regarding Aneurysms of the Middle Cerebral Artery. World Neurosurg 2023; 171:72-83. [PMID: 36473598 DOI: 10.1016/j.wneu.2022.11.135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Aneurysms located on the middle cerebral artery (MCA) range from 22% to 31.5% in prevalence of all aneurysms in the anterior cerebral circulation. This bibliometric analysis summarizes the most cited articles on MCA aneurysms and highlights the landmark publications that contributed to evidence-based practice. METHODS In the execution of this bibliometric-based review article, the Scopus database was used to perform a title-specific, keyword-based search for all publications until August 2022. The keyword "(middle cerebral artery OR MCA) AND aneurysm" was used. Our results were arranged in descending order based on the citation count of the article. The 100 most cited articles were selected for analysis. Parameters included the following: title, citation count, citations per year, authors, specialty of first author, institution, country of origin, publishing journal, Source Normalized Impact per Paper, and Hirsch index. RESULTS The keyword-based search showed that 1206 articles on MCA aneurysms were published up to August 2022. The top 100 articles were published between 1940 and 2019. The top 100 most cited articles collected a total of 6232 citations with an average of 62.3 citations per article. The rate of self-citations accounted for an average of 5.75% of the total number of citations. CONCLUSIONS The bibliometric analysis provides a quantitative overview of how medical literature and interventions are analyzed in academic medicine. In the present study, we evaluated the global trends in research regarding MCA aneurysms by finding the top 100 most cited articles.
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Affiliation(s)
- Kevin Le
- University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Cody Heskett
- University of Kansas School of Medicine, Kansas City, Kansas, USA.
| | - Frank A De Stefano
- Department of Neurological Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Lane Fry
- University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Catherine Lei
- University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Anand Dharia
- Department of Neurological Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Aaron Brake
- University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Kevin Chatley
- Department of Neurological Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Jeremy Peterson
- Department of Neurological Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Koji Ebersole
- Department of Neurological Surgery, University of Kansas Medical Center, Kansas City, Kansas, USA
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20
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López-Callejas O, Ortiz-Giraldo AF, Vera DD, Ramirez-Rojas DA, Villamizar-Barahona AB, Ferreira-Prada CA, Galvis M, Vargas-Pérez O, Serrano-Gómez S, Reyes-Gonzalez A, Mantilla D. Flow Diverter Treatment for Non-Ruptured Carotid Aneurysms: Efficacy and Safety. Neurointervention 2023; 18:23-29. [PMID: 36809874 PMCID: PMC9986347 DOI: 10.5469/neuroint.2022.00458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 02/10/2023] [Indexed: 02/24/2023] Open
Abstract
PURPOSE Internal carotid artery (ICA) aneurysm treatment with a flow diverter (FD) has shown an adequate efficacy and safety profile, presenting high complete occlusion or near occlusion rates with low complications during follow-up. The purpose of this study was to evaluate the efficacy and safety of FD treatment in non-ruptured internal carotid aneurysms. MATERIALS AND METHODS This is a retrospective, single-center, observational study evaluating patients diagnosed with unruptured ICA aneurysms treated with an FD between January 1, 2014, and January 1, 2020. We analyzed an anonymized database. The primary effectiveness endpoint was complete occlusion (O'Kelly-Marotta D, OKM-D) of the target aneurysm through 1-year follow-up. The safety endpoint was the evaluation of modified Rankin Scale (mRS) 90 days after treatment, considering a favorable outcome an mRS 0-2. RESULTS A total of 106 patients were treated with an FD, 91.5% were women; the mean follow- up was 427.2±144.8 days. Technical success was achieved in 105 cases (99.1%). All patients included had 1-year follow-up digital subtraction angiography control; 78 patients (73.6%) completed the primary efficacy endpoint by achieving total occlusion (OKM-D). Giant aneurysms had a higher risk of not achieving complete occlusion (risk ratio, 3.07; 95% confidence interval, 1.70 - 5.54]). The safety endpoint of mRS 0-2 at 90 days was accomplished in 103 patients (97.2%). CONCLUSION Treatment of unruptured ICA aneurysms with an FD showed high 1-year total occlusion results, with very low morbidity and mortality complications.
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Affiliation(s)
- Orlando López-Callejas
- Department of Interventional Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia.,Department of Radiology, Clínica Medicadiz, Ibagué, Colombia
| | - Andres F Ortiz-Giraldo
- Department of Interventional Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia
| | - Daniela D Vera
- Department of Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia
| | | | - Ana B Villamizar-Barahona
- Department of Interventional Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia
| | - Carlos A Ferreira-Prada
- Department of Interventional Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia.,Department of Interventional Radiology, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia
| | - Melquizidel Galvis
- Department of Interventional Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia.,Department of Interventional Radiology, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia
| | - Oliverio Vargas-Pérez
- Department of Interventional Radiology, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia.,Department of Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia
| | - Sergio Serrano-Gómez
- Clinical Research Group-UNAB, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia
| | - Adriana Reyes-Gonzalez
- Clinical Research Group-UNAB, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia
| | - Daniel Mantilla
- Department of Interventional Radiology, Fundación Oftalmológica de Santander-Clínica Ardila Lülle, Floridablanca, Colombia.,Department of Interventional Radiology, Universidad Autónoma de Bucaramanga, Bucaramanga, Colombia
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Veldeman M, Rossmann T, Weiss M, Conzen-Dilger C, Korja M, Hoellig A, Virta JJ, Satopää J, Luostarinen T, Clusmann H, Niemelä M, Raj R. Aneurysmal Subarachnoid Hemorrhage in Hospitalized Patients on Anticoagulants-A Two Center Matched Case-Control Study. J Clin Med 2023; 12:jcm12041476. [PMID: 36836011 PMCID: PMC9958876 DOI: 10.3390/jcm12041476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 01/30/2023] [Accepted: 02/09/2023] [Indexed: 02/15/2023] Open
Abstract
Objective-Direct oral anticoagulants (DOAC) are replacing vitamin K antagonists (VKA) for the prevention of ischemic stroke and venous thromboembolism. We set out to assess the effect of prior treatment with DOAC and VKA in patients with aneurysmal subarachnoid hemorrhage (SAH). Methods-Consecutive SAH patients treated at two (Aachen, Germany and Helsinki, Finland) university hospitals were considered for inclusion. To assess the association between anticoagulant treatments on SAH severity measure by modified Fisher grading (mFisher) and outcome as measured by the Glasgow outcome scale (GOS, 6 months), DOAC- and VKA-treated patients were compared against age- and sex-matched SAH controls without anticoagulants. Results-During the inclusion timeframes, 964 SAH patients were treated in both centers. At the time point of aneurysm rupture, nine patients (0.93%) were on DOAC treatment, and 15 (1.6%) patients were on VKA. These were matched to 34 and 55 SAH age- and sex-matched controls, re-spectively. Overall, 55.6% of DOAC-treated patients suffered poor-grade (WFNS4-5) SAH compared to 38.2% among their respective controls (p = 0.35); 53.3% of patients on VKA suffered poor-grade SAH compared to 36.4% in their respective controls (p = 0.23). Neither treatment with DOAC (aOR 2.70, 95%CI 0.30 to 24.23; p = 0.38), nor VKA (aOR 2.78, 95%CI 0.63 to 12.23; p = 0.18) were inde-pendently associated with unfavorable outcome (GOS1-3) after 12 months. Conclusions-Iatrogenic coagulopathy caused by DOAC or VKA was not associated with more severe radiological or clinical subarachnoid hemorrhage or worse clinical outcome in hospitalized SAH patients.
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Affiliation(s)
- Michael Veldeman
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
- Department of Neurosurgery, RWTH Aachen University Hospital, 52074 Aachen, Germany
- Correspondence: ; Tel.: +358-09-471-87409
| | - Tobias Rossmann
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
- Department of Neurosurgery, Neuromed Campus, Kepler University Hospital, 4021 Linz, Austria
| | - Miriam Weiss
- Department of Neurosurgery, RWTH Aachen University Hospital, 52074 Aachen, Germany
- Department of Neurosurgery, Kantonsspital Aarau, 5001 Aarau, Switzerland
| | | | - Miikka Korja
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
| | - Anke Hoellig
- Department of Neurosurgery, RWTH Aachen University Hospital, 52074 Aachen, Germany
| | - Jyri J. Virta
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
- Division of Anesthesiology, Department of Anesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
| | - Jarno Satopää
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
| | - Teemu Luostarinen
- Anaesthesiology and Intensive Care, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
| | - Hans Clusmann
- Department of Neurosurgery, RWTH Aachen University Hospital, 52074 Aachen, Germany
| | - Mika Niemelä
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
| | - Rahul Raj
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, 00260 Helsinki, Finland
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22
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Rahma AG, Abdelhamid T. Hemodynamic and fluid flow analysis of a cerebral aneurysm: a CFD simulation. SN APPLIED SCIENCES 2023. [DOI: 10.1007/s42452-023-05276-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
AbstractIn this study, we investigate the hemodynamics parameters and their impact on the aneurysm rupture. The simulations are performed on an ideal (benchmark) and realistic model for the intracranial aneurysm that appears at the anterior communicating artery. The realistic geometry was reconstructed from patient-specific cerebral arteries. The computational fluid dynamics simulations are utilized to investigate the hemodynamic parameters such as flow recirculation, wall shear stress, and wall pressure. The boundary conditions are measured from the patient using ultrasonography. The solution of the governing equations is obtained by using the ANSYS-FLUENT 19.2 package. The CFD results indicate that the flow recirculation appears in the aneurysms zone. The effect of the flow recirculation on the bulge hemodynamics wall parameters is discussed to identify the rupture zone.
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23
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Reproducibility of the computational fluid dynamic analysis of a cerebral aneurysm monitored over a decade. Sci Rep 2023; 13:219. [PMID: 36604495 PMCID: PMC9816094 DOI: 10.1038/s41598-022-27354-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/30/2022] [Indexed: 01/06/2023] Open
Abstract
Computational fluid dynamics (CFD) simulations are increasingly utilised to evaluate intracranial aneurysm (IA) haemodynamics to aid in the prediction of morphological changes and rupture risk. However, these models vary and differences in published results warrant the investigation of IA-CFD reproducibility. This study aims to explore sources of intra-team variability and determine its impact on the aneurysm morphology and CFD parameters. A team of four operators were given six sets of magnetic resonance angiography data spanning a decade from one patient with a middle cerebral aneurysm. All operators were given the same protocol and software for model reconstruction and numerical analysis. The morphology and haemodynamics of the operator models were then compared. The segmentation, smoothing factor, inlet and outflow branch lengths were found to cause intra-team variability. There was 80% reproducibility in the time-averaged wall shear stress distribution among operators with the major difference attributed to the level of smoothing. Based on these findings, it was concluded that the clinical applicability of CFD simulations may be feasible if a standardised segmentation protocol is developed. Moreover, when analysing the aneurysm shape change over a decade, it was noted that the co-existence of positive and negative values of the wall shear stress divergence (WSSD) contributed to the growth of a daughter sac.
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24
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Zhu G, Luo X, Yang T, Cai L, Yeo JH, Yan G, Yang J. Deep learning-based recognition and segmentation of intracranial aneurysms under small sample size. Front Physiol 2022; 13:1084202. [PMID: 36601346 PMCID: PMC9806214 DOI: 10.3389/fphys.2022.1084202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 11/28/2022] [Indexed: 12/23/2022] Open
Abstract
The manual identification and segmentation of intracranial aneurysms (IAs) involved in the 3D reconstruction procedure are labor-intensive and prone to human errors. To meet the demands for routine clinical management and large cohort studies of IAs, fast and accurate patient-specific IA reconstruction becomes a research Frontier. In this study, a deep-learning-based framework for IA identification and segmentation was developed, and the impacts of image pre-processing and convolutional neural network (CNN) architectures on the framework's performance were investigated. Three-dimensional (3D) segmentation-dedicated architectures, including 3D UNet, VNet, and 3D Res-UNet were evaluated. The dataset used in this study included 101 sets of anonymized cranial computed tomography angiography (CTA) images with 140 IA cases. After the labeling and image pre-processing, a training set and test set containing 112 and 28 IA lesions were used to train and evaluate the convolutional neural network mentioned above. The performances of three convolutional neural networks were compared in terms of training performance, segmentation performance, and segmentation efficiency using multiple quantitative metrics. All the convolutional neural networks showed a non-zero voxel-wise recall (V-Recall) at the case level. Among them, 3D UNet exhibited a better overall segmentation performance under the relatively small sample size. The automatic segmentation results based on 3D UNet reached an average V-Recall of 0.797 ± 0.140 (3.5% and 17.3% higher than that of VNet and 3D Res-UNet), as well as an average dice similarity coefficient (DSC) of 0.818 ± 0.100, which was 4.1%, and 11.7% higher than VNet and 3D Res-UNet. Moreover, the average Hausdorff distance (HD) of the 3D UNet was 3.323 ± 3.212 voxels, which was 8.3% and 17.3% lower than that of VNet and 3D Res-UNet. The three-dimensional deviation analysis results also showed that the segmentations of 3D UNet had the smallest deviation with a max distance of +1.4760/-2.3854 mm, an average distance of 0.3480 mm, a standard deviation (STD) of 0.5978 mm, a root mean square (RMS) of 0.7269 mm. In addition, the average segmentation time (AST) of the 3D UNet was 0.053s, equal to that of 3D Res-UNet and 8.62% shorter than VNet. The results from this study suggested that the proposed deep learning framework integrated with 3D UNet can provide fast and accurate IA identification and segmentation.
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Affiliation(s)
- Guangyu Zhu
- School of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China,*Correspondence: Guangyu Zhu, ; Jian Yang,
| | - Xueqi Luo
- School of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China
| | - Tingting Yang
- School of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China
| | - Li Cai
- Xi’an Key Laboratory of Scientific Computation and Applied Statistics, Xi’an, China,School of Mathematics and Statistics, Northwestern Polytechnical University, Xi’an, China
| | - Joon Hock Yeo
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
| | - Ge Yan
- Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Jian Yang
- Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China,*Correspondence: Guangyu Zhu, ; Jian Yang,
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Carvalho V, Moreira M, Vilarinho A, Cerejo A, Vaz R, Silva PA. Selection bias in patients proposed for neurosurgical versus endovascular treatment of aneurysms of the posterior communicating artery. Interv Neuroradiol 2022; 28:675-681. [PMID: 34787020 PMCID: PMC9706261 DOI: 10.1177/15910199211057738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 09/25/2021] [Accepted: 10/17/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Microsurgical clipping and endovascular coiling are viable treatment options for posterior communicating artery (PComA) aneurysms, but there are still major limitations to evidence-based decisions regarding standard-of-care treatment. In this study, we aimed at assessing potential selection biases that may influence our ability to extract conclusions about the comparative effectiveness or efficacy of the aneurysm treatment. OBJECTIVE To study the patient/aneurysm characteristics as possible biases in the option for endovascular or neurosurgical treatment of PComA aneurysms. METHODS A single-center, retrospective cohort study was performed, including all patients with treated PComA aneurysms with neurosurgical clipping or endovascular coiling between January 2010 and January 2021. Clinical and morphological data were collected from electronic records, and statistical analysis was performed. RESULTS A total of 64 patients was eligible for inclusion; 24 (37.5%) patients were proposed for neurosurgical treatment, while 40 (62.5%) for endovascular treatment; 10 patients (25%) crossed over to the clipping group whereas none crossed over to the coiling side. Actual treatment analysis showed significantly higher diameters of mother vessel (t-test, p = 0.034) and aneurysm neck (Mann-Whitney, p = 0.029) in the clipping group and higher aspect and dome-to-neck ratios in the endovascular group (Mann-Whitney, p = 0.008). A significantly higher vasospasm frequency was found in the clipping group but only in the intention-to-treat analysis (Chi-square, p = 0.032). CONCLUSION Significant morphological differences between effective endovascular and surgical groups and differences in intention-to-treat analysis may limit the validity of a direct comparison between treatment options and suggest the presence of a possible selection bias.
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Affiliation(s)
- Vasco Carvalho
- Department of Neurosurgery, Centro Hospitalar Universitário São
João, Porto, Portugal
- Faculty of Medicine of the University of
Porto, Porto, Portugal
| | - Marta Moreira
- Faculty of Medicine of the University of
Porto, Porto, Portugal
| | - António Vilarinho
- Department of Neurosurgery, Centro Hospitalar Universitário São
João, Porto, Portugal
- Faculty of Medicine of the University of
Porto, Porto, Portugal
| | - António Cerejo
- Department of Neurosurgery, Centro Hospitalar Universitário São
João, Porto, Portugal
- Faculty of Medicine of the University of
Porto, Porto, Portugal
| | - Rui Vaz
- Department of Neurosurgery, Centro Hospitalar Universitário São
João, Porto, Portugal
- Faculty of Medicine of the University of
Porto, Porto, Portugal
| | - Pedro Alberto Silva
- Department of Neurosurgery, Centro Hospitalar Universitário São
João, Porto, Portugal
- Faculty of Medicine of the University of
Porto, Porto, Portugal
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26
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Muacevic A, Adler JR. The Exceedingly Rapid Development of an Intracranial Aneurysm. Cureus 2022; 14:e32636. [PMID: 36654536 PMCID: PMC9842106 DOI: 10.7759/cureus.32636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2022] [Indexed: 12/23/2022] Open
Abstract
Despite significant diagnostic and technical progress in managing intracranial aneurysms, there are still open questions in understanding their pathophysiology: how fast can they form and grow? We had the chance to observe the "de novo" genesis and rupture of an aneurysm of a left MCA posterior trunk M3 branch within 14 days in one of our patients. We were in the position to compare an initially inconspicuous vessel, assessed during a diagnostic cerebral angiogram with 3D acquisitions, performed as an elective follow-up to monitor the decade stability of a transitional aneurysm in the same vascular territory, and the same vessel only two weeks after, harboring a new small ruptured aneurysm. Several studies along the intracranial aneurysms' pathophysiology have been reported but primarily oriented toward identifying uncommon conditions such as inherent defects in collagen synthesis, genetic or familial factors, or basic anatomic variations or abnormalities in the cerebral vasculature. Suppose this case report does not pretend to provide a clear answer to these questions. However, it is up to date, the shortest time (14 days) reported in the literature for a well-documented "de novo" genesis and rupture of an intracranial aneurysm "in vivo" in humans. The purpose of this case report is not only to underscore the unpredictability of this vascular disease but, even more, to support the idea that further investigation, with more modern methodologies, is of paramount importance in determining the etiopathogenesis and behavior of this stealthy disease.
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Hale AT, He J, Jones J. Integrative Genomics Analysis Implicates Decreased FGD6 Expression Underlying Risk of Intracranial Aneurysm Rupture. NEUROSURGERY OPEN 2022. [DOI: 10.1227/neuopn.0000000000000025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
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Slavin KV, Vannemreddy P. Cervical spinal cord stimulation for prevention and treatment of cerebral vasospasm after aneurysmal subarachnoid hemorrhage: clinical and radiographic outcomes of a prospective single-center clinical pilot study. Acta Neurochir (Wien) 2022; 164:2927-2937. [PMID: 35920945 DOI: 10.1007/s00701-022-05325-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 07/21/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Cerebral vasospasm induced by aneurysmal subarachnoid hemorrhage (aSAH) is a major cause of high morbidity and mortality, for which there is no consistently effective treatment. Cervical spinal cord stimulation (cSCS) has been shown to induce vasodilatation and improve peripheral and cerebral blood flow in both animal and human studies. This pilot study was performed to assess the clinical effect and long-term results of cSCS treatment in aSAH patients. METHODS This was the first IRB- and US FDA-approved prospective non-randomized non-controlled study comprising of 12 aSAH patients (8 women, 4 men, age range 34-62 years) treated between May and November 2008. All patients underwent up to 2 weeks of cSCS with a single percutaneously implanted 8-contact electrode. Neurological outcomes at discharge and follow-up of up to 13 years and mortality/complications rates were analyzed. RESULTS All 12 aSAH patients underwent cSCS electrode implantation immediately after securing the aneurysm. Patients were stimulated for 10-14 consecutive days starting within 3 days of aneurysm rupture. Angiographic vasospasm occurred in six patients; two patients developed new vasospasm-related neurological symptoms; both recovered completely by discharge time. One patient died from unrelated multi-system failure; the rest were followed up clinically (average, 7.5 years; range, 12-151 months) and angiographically (average, 6.5 years; range, 36-125 months). No delayed ischemic neurological deficits/strokes and no cSCS-related adverse effects were observed. CONCLUSIONS Our short- and long-term data suggest that cSCS is feasible and safe for patients in the acute aSAH settings. Small size of the patient cohort and lack of control do not allow us to conclude whether cSCS is able to prevent cerebral vasospasm, decrease its severity, and improve clinical outcomes in aSAH patients. However, our findings support further clinical trials and development of cSCS as a new concept to prevent and treat cerebral vasospasm. TRIAL REGISTRATION CLINICALTRIALS gov NCT00766844, posted on 10/06/2008.
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Affiliation(s)
- Konstantin V Slavin
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA. .,Neurology Service, Jesse Brown Veterans Administration Hospital, Chicago, IL, USA.
| | - Prasad Vannemreddy
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
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Li Z, Liu Q, Yao J, Zhang X. Effects of Supplemental Dexmedetomidine Anesthesia on Intracranial Aneurysm Patients Undergoing Intracranial Interventional Embolization. World Neurosurg 2022; 168:e570-e577. [DOI: 10.1016/j.wneu.2022.10.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 10/10/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022]
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Risk factors for aneurysm rupture among Kazakhs: findings from a national tertiary. BMC Neurol 2022; 22:357. [PMID: 36127629 PMCID: PMC9487045 DOI: 10.1186/s12883-022-02892-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 09/14/2022] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Rupture of intracranial aneurysms (RIA) leads to subarachnoid hemorrhage (SAH) with severe consequences. Although risks for RIA are established, the results vary between ethnic groups and were never studied in Kazakhstan. This study aimed to establish the risk factors of RIA in the Kazakh population. METHODS: Retrospective analysis of 762 patients with single IAs, who attended the neurosurgical center from 2008 until 2018, was conducted. Demographic characteristics, such as age, sex, smoking status, and hypertension were considered. Descriptive and bivariate analyses were performed. A multivariable logistic regression model was built to identify factors correlated with RIA. RESULTS The mean age of participants was 48.49 ± 0.44 years old. The majority (68.37%) of IAs have ruptured. Of the ruptured aneurysms, 43.76% were < 6 mm, and 38.39% were located on the anterior cerebral and anterior communicating arteries (ACA). Logistic regression model indicates younger age group (16-40 years), smoking, having stage 3 hypertension, smaller IA size and its location on ACA increase the odds of rupture. CONCLUSIONS This study has revealed that younger, smoking patients with stage 3 arterial hypertension are at higher risk for RIA. Small aneurysms (< 6 mm) and location on ACA had increased odds of rupture, while larger aneurysms on internal carotid arteries had lower odds.
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Lampmann T, Borger V, Konczalla J, Gispert S, Auburger G, Vatter H, Güresir E. Experimental Induction of Intracranial Aneurysms in Rats: A New Model Utilizing a Genetic Modification within the EDNRA Gene. Brain Sci 2022; 12:brainsci12091239. [PMID: 36138975 PMCID: PMC9497172 DOI: 10.3390/brainsci12091239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/08/2022] [Accepted: 09/10/2022] [Indexed: 12/01/2022] Open
Abstract
The rupture of an intracranial aneurysm (IA) leads to life-threatening subarachnoid hemorrhage. Aside from well-established risk factors, recently published genome-wide association studies of IA revealed the strong association of a common variant near the endothelin receptor type A (EDNRA) gene with IA risk. However, the role of EDNRA in the pathogenesis of IA remains unclear. The aim of this study was to investigate the influence of a genetic modification within the EDNRA gene on IA pathogenesis in a novel in vivo model. Adult wild-type Sprague–Dawley rats (WT rats) and genetically modified rats (EDNRA rats) were used for the induction of IA using arterial hypertension (HT). Animals were stratified into four groups: WT rats without (WT_CTL) and with induction of HT (WT + HT), as well as EDNRA rats without (EDNRA_CTL) and with induction of HT (EDNRA + HT). Blood pressure (BP) was observed for 12 weeks. After the observation period, cerebral arteries were analyzed for morphological (i.e., aneurysmal) changes as well as histological and functional changes by immunofluorescence and functional investigation. In the groups of rats with induction of HT, BP was higher in EDNRA + HT compared with that in WT + HT. No IAs were observed in WT_CTL and EDNRA_CTL but were found in WT + HT and EDNRA + HT. There was no histological difference in the immunofluorescence of EDNRA between all groups. Contractility and potency of endothelin-1 differed between the groups in functional investigation. In summary, we created a new model that is suitable for further studies for better understanding of the role of EDNRA in IA pathogenesis.
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Affiliation(s)
- Tim Lampmann
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
- Correspondence:
| | - Valeri Borger
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Jürgen Konczalla
- Department of Neurosurgery, University Hospital Frankfurt, 60528 Frankfurt am Main, Germany
| | - Suzana Gispert
- Experimental Neurology, Medical Faculty, Goethe University, 60590 Frankfurt am Main, Germany
| | - Georg Auburger
- Experimental Neurology, Medical Faculty, Goethe University, 60590 Frankfurt am Main, Germany
| | - Hartmut Vatter
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Erdem Güresir
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
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Sikorski V, Vento A, Kankuri E. Emerging roles of the RNA modifications N6-methyladenosine and adenosine-to-inosine in cardiovascular diseases. MOLECULAR THERAPY - NUCLEIC ACIDS 2022; 29:426-461. [PMID: 35991314 PMCID: PMC9366019 DOI: 10.1016/j.omtn.2022.07.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Cardiovascular diseases lead the mortality and morbidity disease metrics worldwide. A multitude of chemical base modifications in ribonucleic acids (RNAs) have been linked with key events of cardiovascular diseases and metabolic disorders. Named either RNA epigenetics or epitranscriptomics, the post-transcriptional RNA modifications, their regulatory pathways, components, and downstream effects substantially contribute to the ways our genetic code is interpreted. Here we review the accumulated discoveries to date regarding the roles of the two most common epitranscriptomic modifications, N6-methyl-adenosine (m6A) and adenosine-to-inosine (A-to-I) editing, in cardiovascular disease.
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Affiliation(s)
- Vilbert Sikorski
- Department of Pharmacology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
| | - Antti Vento
- Heart and Lung Center, Helsinki University Hospital, 00029 Helsinki, Finland
| | - Esko Kankuri
- Department of Pharmacology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
- Corresponding author Esko Kankuri, M.D. Ph.D., Faculty of Medicine, Department of Pharmacology, PO Box 63 (Haartmaninkatu 8), FIN-00014 University of Helsinki, 00014 Helsinki, Finland.
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Wei S, Yuan X, Li D, Fan F, Guo X, Xu Y, Guan S. Vitamin D level is associated with rupture of intracranial aneurysm in patients with subarachnoid hemorrhage. Front Neurol 2022; 13:890950. [PMID: 36034296 PMCID: PMC9403761 DOI: 10.3389/fneur.2022.890950] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundIncreasing evidence supports the relationship between vitamin D levels and stroke. However, there are few studies on the association between vitamin D levels and subarachnoid hemorrhage (SAH), especially in patients with aneurysmal SAH. The present study investigated the association between vitamin D level and rupture of intracranial aneurysm in a cohort of patients with SAH.MethodsThe data of patients diagnosed with SAH at our hospital between September 2019 and December 2020 were retrospectively reviewed. Patients' information was collected, and serum vitamin D levels were measured. Computed tomography was performed to confirm SAH diagnosis, and digital subtraction angiography was performed to determine whether SAH was caused by rupture of an intracranial aneurysm. Multivariate logistic regression analyses were performed to investigate the association between vitamin D level and aneurysmal SAH.ResultsOverall, 193 patients with SAH were evaluated; 160 with aneurysmal SAH (age 55.86 ± 12.30 years, 63.15% female) and 33 with non-aneurysmal SAH (age 56.21 ± 9.92 years, 45.45% female). Univariate analysis showed that the vitamin D level in aneurysmal SAH was lower than that in non-aneurysmal SAH (16.95 ± 8.69 vs. 22.74 ± 9.12 ng/ml, p = 0.001). In addition, there were more patients with hypertension in aneurysmal SAH group than in non-aneurysmal SAH group (53.75 vs. 24.24%, p = 0.002). Notably, there was still a strong correlation between vitamin D level and aneurysmal SAH after adjusting for confounders in the multivariate model [OR (odds ratio), 0.935; 95% CI (confidence interval), 0.890–0.983; p = 0.008].ConclusionVitamin D level is associated with rupture of intracranial aneurysm in patients with SAH. Patients with aneurysmal SAH have lower vitamin D levels than those with non-aneurysmal SAH.
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Affiliation(s)
- Sen Wei
- Department of Neurointervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xin Yuan
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Dongdong Li
- Department of Neurointervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Feng Fan
- Department of Neurointervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xinbin Guo
- Department of Neurointervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yuming Xu
- Department of Neurointervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Yuming Xu
| | - Sheng Guan
- Department of Neurointervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Sheng Guan
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Hostettler IC, Kreiser K, Lange N, Schwendinger N, Trost D, Frangoulis S, Hirle T, Gempt J, Wostrack M, Meyer B. Treatment during cerebral vasospasm phase-complication association and outcome in aneurysmal subarachnoid haemorrhage. J Neurol 2022; 269:5553-5560. [PMID: 35729347 PMCID: PMC9468043 DOI: 10.1007/s00415-022-11212-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 02/27/2022] [Accepted: 06/01/2022] [Indexed: 11/28/2022]
Abstract
Background Aneurysm treatment during cerebral vasospasm (CVS) phase is frequently considered as particularly dangerous, mainly because of the risk of cerebral infarct. Objective We aimed to evaluate the risk of aneurysmal subarachnoid haemorrhage (aSAH)-specific complications and functional outcome in patients treated during CVS phase. Methods We retrospectively analysed a large, retro- and prospectively collected database of aSAH patients admitted to our department between March 2006 and March 2020. We conducted a uni- and multivariable logistic regression analysis to evaluate influencing factors on rebleeding, cerebral infarct, Glasgow Outcome Score (GOS) at discharge and mortality and assessed the rate of angiographic vasospasm on admission. Results We included 853 patients. The majority of patients were female (66.6%), mean age was 57.3 years. Out of 853 included patients, 92 (10.8%) were treated during CVS phase, 312 (36.6%) underwent clipping and 541 (63.4%) endovascular treatment. Treatment during CVS phase was significantly associated with cerebral infarct in the multivariable logistic regression analysis, unrelated to the nature of intervention (OR 2.42, 1.29–4.54 95% CI p-value = 0.006). However, patients treated during CVS phase did not have increased risk of unfavourable outcome by GOS on discharge. In addition, they did not have a higher rate of rebleeding or mortality. Conclusions Treatment during CVS phase was significantly associated with a higher rate of cerebral infarct as confirmed by imaging. This did not reflect on GOS on discharge, rebleeding, or mortality. Aneurysm treatment during CVS phase is relatively safe and should not be postponed due to the risk of rebleeding and subsequent devastating deterioration. Supplementary Information The online version contains supplementary material available at 10.1007/s00415-022-11212-w.
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Affiliation(s)
- Isabel C Hostettler
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany. .,Department of Neurosurgery, Cantonal Hospital St. Gallen, St. Gallen, Switzerland.
| | - Kornelia Kreiser
- Department of Neuroradiology, Klinikum Rechts Der Isar, Technical University Munich, Munich, Germany
| | - Nicole Lange
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
| | - Nina Schwendinger
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
| | - Dominik Trost
- Department of Neuroradiology, Klinikum Rechts Der Isar, Technical University Munich, Munich, Germany
| | - Samira Frangoulis
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
| | - Theresa Hirle
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
| | - Jens Gempt
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
| | - Maria Wostrack
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
| | - Bernhard Meyer
- Department of Neurosurgery, Klinikum Rechts Der Isar, Technical University Munich, Ismaningerstrasse 22, 81675, Munich, Germany
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Pineda-Castillo SA, Stiles AM, Bohnstedt BN, Lee H, Liu Y, Lee CH. Shape Memory Polymer-Based Endovascular Devices: Design Criteria and Future Perspective. Polymers (Basel) 2022; 14:polym14132526. [PMID: 35808573 PMCID: PMC9269599 DOI: 10.3390/polym14132526] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/13/2022] [Accepted: 06/17/2022] [Indexed: 12/12/2022] Open
Abstract
Devices for the endovascular embolization of intracranial aneurysms (ICAs) face limitations related to suboptimal rates of lasting complete occlusion. Incomplete occlusion frequently leads to residual flow within the aneurysm sac, which subsequently causes aneurysm recurrence needing surgical re-operation. An emerging method for improving the rates of complete occlusion both immediately after implant and in the longer run can be the fabrication of patient-specific materials for ICA embolization. Shape memory polymers (SMPs) are materials with great potential for this application, owing to their versatile and tunable shape memory properties that can be tailored to a patient’s aneurysm geometry and flow condition. In this review, we first present the state-of-the-art endovascular devices and their limitations in providing long-term complete occlusion. Then, we present methods for the fabrication of SMPs, the most prominent actuation methods for their shape recovery, and the potential of SMPs as endovascular devices for ICA embolization. Although SMPs are a promising alternative for the patient-specific treatment of ICAs, there are still limitations that need to be addressed for their application as an effective coil-free endovascular therapy.
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Affiliation(s)
- Sergio A. Pineda-Castillo
- Biomechanics and Biomaterials Design Laboratory (BBDL), The University of Oklahoma, Norman, OK 73019, USA; (S.A.P.-C.); (A.M.S.)
- Stephenson School of Biomedical Engineering, The University of Oklahoma, Norman, OK 73019, USA
| | - Aryn M. Stiles
- Biomechanics and Biomaterials Design Laboratory (BBDL), The University of Oklahoma, Norman, OK 73019, USA; (S.A.P.-C.); (A.M.S.)
- School of Aerospace and Mechanical Engineering, The University of Oklahoma, Norman, OK 73019, USA;
| | - Bradley N. Bohnstedt
- Department of Neurological Surgery, Indiana University School of Medicine, Indianapolis, IN 46202, USA;
| | - Hyowon Lee
- Laboratory of Implantable Microsystems Research (LIMR), Weldon School of Biomedical Engineering, Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA;
| | - Yingtao Liu
- School of Aerospace and Mechanical Engineering, The University of Oklahoma, Norman, OK 73019, USA;
| | - Chung-Hao Lee
- Biomechanics and Biomaterials Design Laboratory (BBDL), The University of Oklahoma, Norman, OK 73019, USA; (S.A.P.-C.); (A.M.S.)
- School of Aerospace and Mechanical Engineering, The University of Oklahoma, Norman, OK 73019, USA;
- Correspondence:
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The Cerebral Arterial Wall in the Development and Growth of Intracranial Aneurysms. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12125964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
A considerable number of people harbor intracranial aneurysms (IA), which is a focal or segmental disease of the arterial wall. The pathophysiologic mechanisms of IAs formation, growth, and rupture are complex. The mechanism also differs with respect to the type of aneurysm. In broad aspects, aneurysms may be considered a disease of the vessel wall. In addition to the classic risk factors and the genetic/environmental conditions, altered structural and pathologic events along with the interaction of the surrounding environment and luminal flow dynamics contribute to the aneurysm’s development and growth. In this review, we have tried to simplify the complex interaction of a multitude of events in relation to vessel wall in the formation and growth of IAs.
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Magid-Bernstein J, Girard R, Polster S, Srinath A, Romanos S, Awad IA, Sansing LH. Cerebral Hemorrhage: Pathophysiology, Treatment, and Future Directions. Circ Res 2022; 130:1204-1229. [PMID: 35420918 PMCID: PMC10032582 DOI: 10.1161/circresaha.121.319949] [Citation(s) in RCA: 119] [Impact Index Per Article: 59.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Intracerebral hemorrhage (ICH) is a devastating form of stroke with high morbidity and mortality. This review article focuses on the epidemiology, cause, mechanisms of injury, current treatment strategies, and future research directions of ICH. Incidence of hemorrhagic stroke has increased worldwide over the past 40 years, with shifts in the cause over time as hypertension management has improved and anticoagulant use has increased. Preclinical and clinical trials have elucidated the underlying ICH cause and mechanisms of injury from ICH including the complex interaction between edema, inflammation, iron-induced injury, and oxidative stress. Several trials have investigated optimal medical and surgical management of ICH without clear improvement in survival and functional outcomes. Ongoing research into novel approaches for ICH management provide hope for reducing the devastating effect of this disease in the future. Areas of promise in ICH therapy include prognostic biomarkers and primary prevention based on disease pathobiology, ultra-early hemostatic therapy, minimally invasive surgery, and perihematomal protection against inflammatory brain injury.
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Affiliation(s)
| | - Romuald Girard
- Neurovascular Surgery Program, Department of Neurological Surgery, University of Chicago Medicine and Biological Sciences, Chicago, Illinois, USA
| | - Sean Polster
- Neurovascular Surgery Program, Department of Neurological Surgery, University of Chicago Medicine and Biological Sciences, Chicago, Illinois, USA
| | - Abhinav Srinath
- Neurovascular Surgery Program, Department of Neurological Surgery, University of Chicago Medicine and Biological Sciences, Chicago, Illinois, USA
| | - Sharbel Romanos
- Neurovascular Surgery Program, Department of Neurological Surgery, University of Chicago Medicine and Biological Sciences, Chicago, Illinois, USA
| | - Issam A. Awad
- Neurovascular Surgery Program, Department of Neurological Surgery, University of Chicago Medicine and Biological Sciences, Chicago, Illinois, USA
| | - Lauren H. Sansing
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
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Overstreet DJ, Lee EJ, Pal A, Vernon BL. In situ crosslinking temperature-responsive hydrogels with improved delivery, swelling, and elasticity for endovascular embolization. J Biomed Mater Res B Appl Biomater 2022; 110:1911-1921. [PMID: 35262274 DOI: 10.1002/jbm.b.35048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 02/02/2022] [Accepted: 02/22/2022] [Indexed: 11/11/2022]
Abstract
Endovascular embolization of cerebral aneurysms is a common approach for reducing the risk of often-fatal hemorrhage. However, currently available materials used to occlude these aneurysms provide incomplete filling (coils) or require a complicated, time-consuming delivery procedure (solvent-exchange precipitating polymers). The objective of this work was to develop an easily deliverable in situ forming hydrogel that can occlude the entire volume of an aneurysm. The hydrogel is formed by mixing a solution of a temperature-responsive polymer containing pendent thiol groups (poly(NIPAAm-co-cysteamine) or poly(NIPAAm-co-cysteamine-co-JAAm)) with a solution of poly(ethylene glycol) diacrylate (PEGDA). Incorporation of hydrophilic grafts of polyetheramine acrylamide (JAAm) in the temperature-responsive polymer caused weaker physical crosslinking, facilitated faster and more complete chemical crosslinking, and increased gel swelling. One formulation (30 wt % PNCJ20 + PEGDA) could be delivered for over 220 s after mixing, formed a strong and elastic hydrogel (G' > 6000 Pa) within 30 min and once set, maintained its shape and volume in a model aneurysm under flow. This gel represents a promising candidate water-based material utilizing both physical and chemical crosslinking that warrants further investigation as an embolic agent for saccular aneurysms.
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Affiliation(s)
- Derek J Overstreet
- School of Biological and Health Systems Engineering, Center for Interventional Biomaterials, Arizona State University, Tempe, Arizona, USA
| | - Elizabeth J Lee
- School of Biological and Health Systems Engineering, Center for Interventional Biomaterials, Arizona State University, Tempe, Arizona, USA
| | - Amrita Pal
- School of Biological and Health Systems Engineering, Center for Interventional Biomaterials, Arizona State University, Tempe, Arizona, USA
| | - Brent L Vernon
- School of Biological and Health Systems Engineering, Center for Interventional Biomaterials, Arizona State University, Tempe, Arizona, USA
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Fluid Flow and Structural Numerical Analysis of a Cerebral Aneurysm Model. FLUIDS 2022. [DOI: 10.3390/fluids7030100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Intracranial aneurysms (IA) are dilations of the cerebral arteries and, in most cases, have no symptoms. However, it is a very serious pathology, with a high mortality rate after rupture. Several studies have been focused only on the hemodynamics of the flow within the IA. However, besides the effect of the flow, the development and rupture of the IA are also associated with a combination of other factors such as the wall mechanical behavior. Thus, the objective of this work was to analyze, in addition to the flow behavior, the biomechanical behavior of the aneurysm wall. For this, CFD simulations were performed for different Reynolds numbers (1, 100, 500 and 1000) and for two different rheological models (Newtonian and Carreau). Subsequently, the pressure values of the fluid simulations were exported to the structural simulations in order to qualitatively observe the deformations, strains, normal stresses and shear stress generated in the channel wall. For the structural simulations, a hyperelastic constitutive model (5-parameter Mooney–Rivlin) was used. The results show that with the increase in the Reynolds number (Re), the recirculation phenomenon is more pronounced, which is not seen for Re = 1. The higher the Re, the higher the strain, displacement, normal and shear stresses values.
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Al-Mistarehi AH, Elsayed MA, Ibrahim RM, Elzubair TH, Badi S, Ahmed MH, Alkhaddash R, Ali MK, Khader YS, Alomari S. Clinical Outcomes of Primary Subarachnoid Hemorrhage: An Exploratory Cohort Study from Sudan. Neurohospitalist 2022; 12:249-263. [PMID: 35419154 PMCID: PMC8995598 DOI: 10.1177/19418744211068289] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Background Although Subarachnoid Hemorrhage (SAH) is an emergency condition, its epidemiology and prognosis remain poorly understood in Africa. We aim to explore the clinical presentations, outcomes, and potential mortality predictors of primary SAH patients within 3 weeks of hospitalization in a tertiary hospital in Sudan. Methods We prospectively studied 40 SAH patients over 5 months, with 3 weeks of follow-up for the symptomatology, signs, Glasgow coma scale (GCS), CT scan findings, and outcomes. The fatal outcome group was defined as dying within 3 weeks. Results The mean age was 53.5 years (SD, 6.9; range, 41–65), and 62.5% were women. One-third (30.0%) were smokers, 37.5% were hypertensive, two-thirds (62.5%) had elevated blood pressure on admission, 37.5% had >24 hours delayed presentation, and 15% had missed SAH diagnosis. The most common presenting symptoms were headache and neck pain/stiffness, while seizures were reported in 12.5%. Approximately one-quarter of patients (22.5%) had large-sized Computed Tomography scan hemorrhage, and 40.0% had moderate size. In-hospital mortality rate was 40.0% (16/40); and 87.5% of them passed away within the first week. Compared to survivors, fatal outcome patients had significantly higher rates of smoking (50.0%), hypertension (68.8%), elevated presenting blood pressure (93.8%), delayed diagnosis (56.2%), large hemorrhage (56.2%), lower GCS scores at presentation, and cerebral rebleeding ( P < 0.05 for each). The primary causes of death were the direct effect of the primary hemorrhage (43.8%), rebleeding (31.3%), and delayed cerebral infarction (12.5%). Conclusions SAH is associated with a high in-hospital mortality rate in this cohort of Sudanese SAH patients due to modifiable factors such as delayed diagnosis, hypertension, and smoking. Strategies toward minimizing these factors are recommended.
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Affiliation(s)
- Abdel-Hameed Al-Mistarehi
- Department of Public Health and Family Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Muaz A. Elsayed
- Department of Neurology, Faculty of Medicine and Health Sciences, Omdurman Islamic University, Omdurman Teaching Hospital / Sudan Medical Specialization Board, Khartoum, Sudan
| | | | - Tarig Hassan Elzubair
- Department of Psychiatry, Faculty of Medicine, University of Science and Technology (UST), Khartoum, Sudan
| | - Safaa Badi
- Department of Clinical Pharmacy, Faculty of Pharmacy, Omdurman Islamic University, Khartoum, Sudan
| | - Mohamed H. Ahmed
- Department of Medicine and HIV Metabolic Clinic, Milton Keynes University Hospital, NHS Foundation Trust, Eaglestone, Milton Keynes, Buckinghamshire, UK
| | - Raed Alkhaddash
- Department of Neurology, The University of Tennessee Health Science Center (UTHSC), Memphis, TN, USA
| | - Musaab K. Ali
- Department of Emergency Medicine, King Abdullah University Hospital, Irbid, Jordan/Faculty of Medicine and Health Sciences, Omdurman Islamic University, Khartoum, Sudan
| | - Yousef S. Khader
- Department of Public Health and Family Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Safwan Alomari
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Mensah E, Pringle C, Roberts G, Gurusinghe N, Golash A, Alalade AF. Deep Learning in the Management of Intracranial Aneurysms and Cerebrovascular Diseases: A Review of the Current Literature. World Neurosurg 2022; 161:39-45. [DOI: 10.1016/j.wneu.2022.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 01/10/2023]
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Ghoreishi SF, Sochol RD, Gandhi D, Krieger A, Fuge M. Physics-Informed Modeling and Control of Multi-Actuator Soft Catheter Robots. Front Robot AI 2022; 8:772628. [PMID: 35096981 PMCID: PMC8795879 DOI: 10.3389/frobt.2021.772628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 11/09/2021] [Indexed: 11/13/2022] Open
Abstract
Catheter-based endovascular interventional procedures have become increasingly popular in recent years as they are less invasive and patients spend less time in the hospital with less recovery time and less pain. These advantages have led to a significant growth in the number of procedures that are performed annually. However, it is still challenging to position a catheter in a target vessel branch within the highly complicated and delicate vascular structure. In fact, vessel tortuosity and angulation, which cause difficulties in catheterization and reaching the target site, have been reported as the main causes of failure in endovascular procedures. Maneuverability of a catheter for intravascular navigation is a key to reaching the target area; ability of a catheter to move within the target vessel during trajectory tracking thus affects to a great extent the length and success of the procedure. To address this issue, this paper models soft catheter robots with multiple actuators and provides a time-dependent model for characterizing the dynamics of multi-actuator soft catheter robots. Built on this model, an efficient and scalable optimization-based framework is developed for guiding the catheter to pass through arteries and reach the target where an aneurysm is located. The proposed framework models the deflection of the multi-actuator soft catheter robot and develops a control strategy for movement of catheter along a desired trajectory. This provides a simulation-based framework for selection of catheters prior to endovascular catheterization procedures, assuring that given a fixed design, the catheter is able to reach the target location. The results demonstrate the benefits that can be achieved by design and control of catheters with multiple number of actuators for navigation into small vessels.
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Affiliation(s)
- Seyede Fatemeh Ghoreishi
- Department of Civil and Environmental Engineering and Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States
| | - Ryan D. Sochol
- Department of Mechanical Engineering, University of Maryland, College Park, MD, United States
| | - Dheeraj Gandhi
- Department of Diagnostic Radiology and Nuclear Medicine, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Axel Krieger
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Mark Fuge
- Department of Mechanical Engineering, University of Maryland, College Park, MD, United States
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Musmar B, Adeeb N, Ansari J, Sharma P, Cuellar HH. Endovascular Management of Hemorrhagic Stroke. Biomedicines 2022; 10:biomedicines10010100. [PMID: 35052779 PMCID: PMC8772870 DOI: 10.3390/biomedicines10010100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/20/2021] [Accepted: 12/29/2021] [Indexed: 11/24/2022] Open
Abstract
Significant advances in endovascular neurosurgery tools, devices, and techniques are changing the approach to the management of acute hemorrhagic stroke. The endovascular treatment of intracranial aneurysms emerged in the early 1990s with Guglielmi detachable coils, and since then, it gained rapid popularity that surpassed open surgery. Stent-assisted coiling and balloon remodeling techniques have made the treatment of wide-necked aneurysms more durable. With the introduction of flow diverters and flow disrupters, many aneurysms with complex geometrics can now be reliably managed. Arteriovenous malformations and fistulae can also benefit from endovascular therapy by embolization using n-butyl cyanoacrylate (NBCA), Onyx, polyvinyl alcohol (PVA), and coils. In this article, we describe the role of endovascular treatment for the most common causes of intracerebral and subarachnoid hemorrhages, particularly ruptured aneurysms and vascular malformations.
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Paul A, MacDonell J, Field N, Entezami P, Yamamoto J, Boulos A, Dalfino J. Comparison of hydrogel coils versus bare platinum coils for the treatment of anterior communicating artery aneurysms. Brain Circ 2022; 8:6-9. [PMID: 35372730 PMCID: PMC8973442 DOI: 10.4103/bc.bc_18_21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/21/2021] [Accepted: 10/06/2021] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION: METHODS: RESULTS: CONCLUSIONS:
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Bershad EM, Suarez JI. Aneurysmal Subarachnoid Hemorrhage. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00029-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Belavadi R, Gudigopuram SVR, Raguthu CC, Gajjela H, Kela I, Kakarala CL, Hassan M, Sange I. Surgical Clipping Versus Endovascular Coiling in the Management of Intracranial Aneurysms. Cureus 2021; 13:e20478. [PMID: 35047297 PMCID: PMC8760002 DOI: 10.7759/cureus.20478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2021] [Indexed: 01/16/2023] Open
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Choi HS, Yoon JW, Seo H, Kang K, Kim JT. Diabetes is not protective against the formation of unruptured cerebral aneurysm. Clin Neurol Neurosurg 2021; 209:106944. [PMID: 34560386 DOI: 10.1016/j.clineuro.2021.106944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/02/2021] [Accepted: 09/09/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVES Diabetes appears to decrease the risk of subarachnoid hemorrhage. However, it is not clear whether diabetes decreases the risk of aneurysm formation. The aim of our study to evaluate the risk of unruptured cerebral aneurysm in patients with diabetes mellitus. METHODS We used data from participants who underwent brain magnetic resonance angiography (MRA) and laboratory tests at the Healthcare System Gangnam Center of Seoul National University Hospital between January 2010 and December 2013. From the 17,368 participants who underwent brain MRA, we analyzed 16,337 subjects whose diabetes status could be identified. RESULTS The number of participants with diabetes was 2299 (14.1%). The proportion of participants with cerebral aneurysms was 2.3% in the diabetic group and 2.7% in the non-diabetic group, which was not significantly different (P = 0.225). There were no significant differences in the size, location, and multiplicity of aneurysms between the diabetes and control groups. In multivariate logistic regression, older age showed significant risk effects on cerebral aneurysms, but female sex, hypertension, diabetes, obesity, and smoking did not show significant risk effects. CONCLUSION In this study, diabetes did not affect the risk of cerebral aneurysm formation. In addition, neither smoking, nor hypertension was a significant risk factor for unruptured cerebral aneurysms. The lack of association between cerebral aneurysm and the traditional risk factors for subarachnoid hemorrhage requires further study. Risk factors for cerebral aneurysm development and those for cerebral aneurysm rupture may be different.
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Affiliation(s)
- Hoon Sung Choi
- Department of Internal Medicine, Kangwon National University School of Medicine, Gangwon-do, Republic of Korea
| | - Ji Won Yoon
- Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Republic of Korea
| | - Hyobin Seo
- Department of Radiology, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Republic of Korea
| | - Kyusik Kang
- Department of Neurology, Nowon Eulji Medical Center, Eulji University College of Medicine, Seoul, Republic of Korea.
| | - Jin Taek Kim
- Department of Internal Medicine, Nowon Eulji Medical Center, Eulji University College of Medicine, Seoul, Republic of Korea.
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Association of Periodontal Disease with the Occurrence of Unruptured Cerebral Aneurysm among Adults in Korea: A Nationwide Population-Based Cohort Study TRANSLATE with x EnglishArabicHebrewPolishBulgarianHindiPortugueseCatalanHmong DawRomanianChinese SimplifiedHungarianRussianChinese TraditionalIndonesianSlovakCzechItalianSlovenianDanishJapaneseSpanishDutchKlingonSwedishEnglishKoreanThaiEstonianLatvianTurkishFinnishLithuanianUkrainianFrenchMalayUrduGermanMalteseVietnameseGreekNorwegianWelshHaitian CreolePersian// TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster PortalBack//. MEDICINA-LITHUANIA 2021; 57:medicina57090910. [PMID: 34577833 PMCID: PMC8465273 DOI: 10.3390/medicina57090910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 08/22/2021] [Accepted: 08/25/2021] [Indexed: 11/17/2022]
Abstract
Background and Objectives: Cerebral aneurysms can cause disability or death during rupture, but information on the etiology of cerebral aneurysms is currently lacking. Periodontal disease causes both systemic inflammation and local inflammation of the oral cavity. Systemic inflammation is a major cause of cerebral aneurysms. The aim of our study was to determine whether the presence of periodontal disease is related to the occurrence of unruptured cerebral aneurysms in a nationwide population-based cohort. Materials and Methods: We analyzed data on demographics, previous medical history, and laboratory test results of 209,620 participants from the Korean National Health Insurance System-Health Screening Cohort. The presence of periodontal disease and oral hygiene parameters, including the number of lost teeth, tooth brushing frequency per day, dental visits for any reason, and expert teeth scaling, were investigated. The occurrences of unruptured cerebral aneurysms (I67.1) were defined according to the International Statistical Classification of Diseases Related Health Problems-10. Results: The mean age of the participants was 53.7 ± 8.7 years, and 59.4% were male. Periodontal disease was found in 20.9% of the participants. A total of 2160 (1.0%) cases of unruptured cerebral aneurysms developed after 10.3 years of median follow up. In multivariate analysis, the presence of periodontal disease was significantly associated with an increased risk of unruptured cerebral aneurysms (hazard ratio: 1.21, 95% confidence interval: 1.09–1.34, p < 0.001). Conclusion: The presence of periodontal disease could be associated with the occurrence of unruptured cerebral aneurysms. It should be noted that when periodontal diseases are present, the risk of aneurysms is increased in the future.
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Sebök M, Hostettler IC, Keller E, Rautalin IM, Coert BA, Vandertop WP, Post R, Sardeha A, Tjerkstra MA, Regli L, Verbaan D, Germans MR. Prehemorrhage antiplatelet use in aneurysmal subarachnoid hemorrhage and impact on clinical outcome. Int J Stroke 2021; 17:545-552. [PMID: 34282988 PMCID: PMC9150139 DOI: 10.1177/17474930211035647] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Background Literature is inconclusive regarding the association between antiplatelet agents use and outcome after aneurysmal subarachnoid hemorrhage. Aims To investigate the association between clinical outcome and prehemorrhage use in aneurysmal subarachnoid hemorrhage patients as well as the impact of thrombocyte transfusion on rebleed and clinical outcome. Methods Data were collected from prospective databases of two European tertiary reference centers for aneurysmal subarachnoid hemorrhage patients. Patients were divided into “antiplatelet-user” and “non-user” according to the use of acetylsalicylic acid prior to the hemorrhage. Primary outcome was poor clinical outcome at six months (Glasgow Outcome Scale score 1–3). Secondary outcomes were in-hospital mortality and impact of thrombocyte transfusion. Results Of the 1033 patients, 161 (15.6%) were antiplatelet users. The antiplatelet users were older with higher incidence of cardiovascular risk factors. Antiplatelet use was associated with poor outcome and in-hospital mortality. After correction for age, sex, World Federation of Neurosurgical Societies score, infarction and heart disorder, pre-hemorrhage acetylsalicylic acid use was only associated with poor clinical outcome at six months (adjusted OR 1.80, 95% CI 1.08–3.02). Thrombocyte transfusion was not associated with a reduction in rebleed or poor clinical outcome. Conclusion In this multicenter study, the prehemorrhage acetylsalicylic acid use in aneurysmal subarachnoid hemorrhage patients was independently associated with poor clinical outcome at six months. Thrombocyte transfusion was not associated with the rebleed rate or poor clinical outcome at six months.
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Affiliation(s)
- Martina Sebök
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Isabel C Hostettler
- Stroke Research Centre, University College London, Institute of Neurology, London, UK.,Department of Neurosurgery, Klinikum rechts der Isar, Munich, Germany
| | - Emanuela Keller
- Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.,Neurosurgical Intensive Care Unit, Department of Neurosurgery and Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Ilari M Rautalin
- Department of Neurosurgery, Helsinki University Hospital, Helsinki, Finland
| | - Bert A Coert
- Department of Neurosurgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - William P Vandertop
- Department of Neurosurgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - René Post
- Department of Neurosurgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Ali Sardeha
- Department of Neurosurgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Maud A Tjerkstra
- Department of Neurosurgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Luca Regli
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Dagmar Verbaan
- Department of Neurosurgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Menno R Germans
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.,Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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50
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Bizjak Ž, Pernuš F, Špiclin Ž. Deep Shape Features for Predicting Future Intracranial Aneurysm Growth. Front Physiol 2021; 12:644349. [PMID: 34276391 PMCID: PMC8281925 DOI: 10.3389/fphys.2021.644349] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 06/04/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: Intracranial aneurysms (IAs) are a common vascular pathology and are associated with a risk of rupture, which is often fatal. Aneurysm growth is considered a surrogate of rupture risk; therefore, the study aimed to develop and evaluate prediction models of future artificial intelligence (AI) growth based on baseline aneurysm morphology as a computer-aided treatment decision support. Materials and methods: Follow-up CT angiography (CTA) and magnetic resonance angiography (MRA) angiograms of 39 patients with 44 IAs were classified by an expert as growing and stable (25/19). From the angiograms vascular surface meshes were extracted and the aneurysm shape was characterized by established morphologic features and novel deep shape features. The features corresponding to the baseline aneurysms were used to predict future aneurysm growth using univariate thresholding, multivariate random forest and multi-layer perceptron (MLP) learning, and deep shape learning based on the PointNet++ model. Results: The proposed deep shape feature learning method achieved an accuracy of 0.82 (sensitivity = 0.96, specificity = 0.63), while the multivariate learning and univariate thresholding methods were inferior with an accuracy of up to 0.68 and 0.63, respectively. Conclusion: High-performing classification of future growing IAs renders the proposed deep shape features learning approach as the key enabling tool to manage rupture risk in the “no treatment” paradigm of patient follow-up imaging.
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Affiliation(s)
- Žiga Bizjak
- Laboratory of Imaging Technologies, Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia
| | - Franjo Pernuš
- Laboratory of Imaging Technologies, Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia
| | - Žiga Špiclin
- Laboratory of Imaging Technologies, Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia
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